Given an fcmconfr output object, return the inferences of all or just a specific analysis
Arguments
- fcmconfr_result_obj
[
fcmconfr]
A direct output from thefcmconfrfunction- analysis
[
character()]
The analysis for which inferences to return (HELP?)
Value
[list() or data.frame()]
A dataframe (or list of dataframes)
of inferences from the selected analysis (analyses)
See also
Other utility:
fcm_view()
Examples
ex_conventional_fcmconfr <- fcmconfr(
adj_matrices = sample_fcms$simple_fcms$conventional_fcms,
# adj_matrices = group_conventional_fcms,
# Aggregation and Monte Carlo Sampling
agg_function = 'mean',
num_mc_fcms = 100L,
# Simulation
initial_state_vector = c(1, 1, 1, 1, 1, 1, 1),
clamping_vector = c(1, 0, 0, 0, 0, 0, 0),
activation = 'rescale',
squashing = 'sigmoid',
lambda = 1.0,
point_of_inference = "final",
max_iter = 100L,
min_error = 1e-05,
# Inference Estimation (bootstrap)
ci_centering_function = "mean",
confidence_interval = 0.95,
num_ci_bootstraps = 100L,
# Runtime Options
show_progress = TRUE,
parallel = FALSE,
n_cores = 1L,
# Additional Options
run_agg_calcs = TRUE,
run_mc_calcs = TRUE,
run_ci_calcs = TRUE,
include_zeroes_in_sampling = TRUE,
include_sims_in_output = TRUE
)
#> [1] Simulating Input FCMs
#>
#> [1] Running Simulations
#> [1] Sampling from column vectors
#> Sampling from column vectors[1] Constructing monte carlo fcms from samples
#> Constructing monte carlo fcms from samples
#> [1] Running Simulations
#> [1] Performing bootstrap simulations
#> [1] Done
get_fcmconfr_inferences(ex_conventional_fcmconfr, analysis = c("individual"))
#> $individual_inferences
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 1.883739e-07
#> 2 adj_matrix_2 1 2.119206e-07
#> 3 adj_matrix_3 1 6.862192e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 1.291707e-06
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -8.073167e-08
#> 14 adj_matrix_14 1 3.417641e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 2.184841e-01
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 2.152845e-07
#> 22 adj_matrix_22 1 3.431096e-06
#> 23 adj_matrix_23 1 1.614633e-07
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 6.875648e-06
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 1.883739e-07
#> 2 -1.996777e-06
#> 3 6.862192e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 1.291707e-06
#> 12 2.119206e-07
#> 13 -8.073167e-08
#> 14 3.417641e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 2.152845e-07
#> 22 3.431096e-06
#> 23 1.614633e-07
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 6.875648e-06
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -1.202008e-01 0.137976692
#> 2 -2.785142e-01 0.149998461
#> 3 -1.419821e-01 0.191007238
#> 4 -1.823903e-01 0.072280641
#> 5 -2.912555e-01 0.139532225
#> 6 0.000000e+00 0.000000000
#> 7 0.000000e+00 0.000000000
#> 8 0.000000e+00 0.000000000
#> 9 0.000000e+00 0.067405908
#> 10 -2.504156e-01 0.139108046
#> 11 -3.031899e-01 0.006035625
#> 12 -2.677088e-01 0.179095480
#> 13 -9.747190e-02 0.014645036
#> 14 -2.504155e-01 0.333186200
#> 15 -2.785133e-01 0.076891967
#> 16 0.000000e+00 0.071950317
#> 17 -4.967028e-02 0.007425519
#> 18 0.000000e+00 0.000000000
#> 19 -1.419758e-01 0.081281718
#> 20 0.000000e+00 0.000000000
#> 21 -9.746972e-02 0.012141400
#> 22 -3.031989e-01 0.089287945
#> 23 1.614633e-07 0.179812221
#> 24 -1.823909e-01 0.132036742
#> 25 0.000000e+00 0.000000000
#> 26 0.000000e+00 0.000000000
#> 27 0.000000e+00 0.000000000
#> 28 -2.912555e-01 0.235741308
#> 29 0.000000e+00 0.000000000
#> 30 0.000000e+00 0.000000000
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 1.883739e-07 -0.19378115
#> 2 2.119206e-07 -0.19939472
#> 3 6.862192e-06 -0.28190525
#> 4 0.000000e+00 -0.09776002
#> 5 4.171136e-07 -0.19620375
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 0.000000e+00 -0.09747273
#> 10 2.085568e-07 -0.16295320
#> 11 1.291707e-06 -0.03023763
#> 12 2.119206e-07 -0.23025834
#> 13 -8.073167e-08 -0.02093391
#> 14 3.417641e-06 -0.17292786
#> 15 1.614633e-07 -0.15628163
#> 16 0.000000e+00 -0.18239155
#> 17 -6.458534e-07 -0.03711496
#> 18 0.000000e+00 0.00000000
#> 19 0.000000e+00 -0.10344715
#> 20 0.000000e+00 0.00000000
#> 21 -4.857875e-03 -0.02432385
#> 22 3.431096e-06 -0.18248038
#> 23 1.614633e-07 -0.21848846
#> 24 8.073167e-08 -0.15384686
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 6.875648e-06 -0.34532517
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#>
get_fcmconfr_inferences(ex_conventional_fcmconfr, analysis = c("individual", "aggregate"))
#> $individual_inferences
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 1.883739e-07
#> 2 adj_matrix_2 1 2.119206e-07
#> 3 adj_matrix_3 1 6.862192e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 1.291707e-06
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -8.073167e-08
#> 14 adj_matrix_14 1 3.417641e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 2.184841e-01
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 2.152845e-07
#> 22 adj_matrix_22 1 3.431096e-06
#> 23 adj_matrix_23 1 1.614633e-07
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 6.875648e-06
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 1.883739e-07
#> 2 -1.996777e-06
#> 3 6.862192e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 1.291707e-06
#> 12 2.119206e-07
#> 13 -8.073167e-08
#> 14 3.417641e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 2.152845e-07
#> 22 3.431096e-06
#> 23 1.614633e-07
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 6.875648e-06
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -1.202008e-01 0.137976692
#> 2 -2.785142e-01 0.149998461
#> 3 -1.419821e-01 0.191007238
#> 4 -1.823903e-01 0.072280641
#> 5 -2.912555e-01 0.139532225
#> 6 0.000000e+00 0.000000000
#> 7 0.000000e+00 0.000000000
#> 8 0.000000e+00 0.000000000
#> 9 0.000000e+00 0.067405908
#> 10 -2.504156e-01 0.139108046
#> 11 -3.031899e-01 0.006035625
#> 12 -2.677088e-01 0.179095480
#> 13 -9.747190e-02 0.014645036
#> 14 -2.504155e-01 0.333186200
#> 15 -2.785133e-01 0.076891967
#> 16 0.000000e+00 0.071950317
#> 17 -4.967028e-02 0.007425519
#> 18 0.000000e+00 0.000000000
#> 19 -1.419758e-01 0.081281718
#> 20 0.000000e+00 0.000000000
#> 21 -9.746972e-02 0.012141400
#> 22 -3.031989e-01 0.089287945
#> 23 1.614633e-07 0.179812221
#> 24 -1.823909e-01 0.132036742
#> 25 0.000000e+00 0.000000000
#> 26 0.000000e+00 0.000000000
#> 27 0.000000e+00 0.000000000
#> 28 -2.912555e-01 0.235741308
#> 29 0.000000e+00 0.000000000
#> 30 0.000000e+00 0.000000000
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 1.883739e-07 -0.19378115
#> 2 2.119206e-07 -0.19939472
#> 3 6.862192e-06 -0.28190525
#> 4 0.000000e+00 -0.09776002
#> 5 4.171136e-07 -0.19620375
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 0.000000e+00 -0.09747273
#> 10 2.085568e-07 -0.16295320
#> 11 1.291707e-06 -0.03023763
#> 12 2.119206e-07 -0.23025834
#> 13 -8.073167e-08 -0.02093391
#> 14 3.417641e-06 -0.17292786
#> 15 1.614633e-07 -0.15628163
#> 16 0.000000e+00 -0.18239155
#> 17 -6.458534e-07 -0.03711496
#> 18 0.000000e+00 0.00000000
#> 19 0.000000e+00 -0.10344715
#> 20 0.000000e+00 0.00000000
#> 21 -4.857875e-03 -0.02432385
#> 22 3.431096e-06 -0.18248038
#> 23 1.614633e-07 -0.21848846
#> 24 8.073167e-08 -0.15384686
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 6.875648e-06 -0.34532517
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#>
#> $aggregate_inferences
#> # A tibble: 7 × 3
#> adj_matrix_index node value
#> <chr> <chr> <dbl>
#> 1 aggregate Guidance.Docs.for.Salt.Management 1
#> 2 aggregate Public.Education.Programs 0.00833
#> 3 aggregate Salts.Added.during.Water.Treatment -0.000139
#> 4 aggregate Salts.Added.by.Winter.Maintenance.Activities -0.136
#> 5 aggregate Ecosystem.Health 0.0848
#> 6 aggregate Public.Awareness.of.Reservoir.Salinization -0.000845
#> 7 aggregate Salinization.of.the.Reservoir -0.127
#>
get_fcmconfr_inferences(ex_conventional_fcmconfr, analysis = c("individual", "aggregate", "mc"))
#> $individual_inferences
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 1.883739e-07
#> 2 adj_matrix_2 1 2.119206e-07
#> 3 adj_matrix_3 1 6.862192e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 1.291707e-06
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -8.073167e-08
#> 14 adj_matrix_14 1 3.417641e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 2.184841e-01
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 2.152845e-07
#> 22 adj_matrix_22 1 3.431096e-06
#> 23 adj_matrix_23 1 1.614633e-07
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 6.875648e-06
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 1.883739e-07
#> 2 -1.996777e-06
#> 3 6.862192e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 1.291707e-06
#> 12 2.119206e-07
#> 13 -8.073167e-08
#> 14 3.417641e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 2.152845e-07
#> 22 3.431096e-06
#> 23 1.614633e-07
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 6.875648e-06
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -1.202008e-01 0.137976692
#> 2 -2.785142e-01 0.149998461
#> 3 -1.419821e-01 0.191007238
#> 4 -1.823903e-01 0.072280641
#> 5 -2.912555e-01 0.139532225
#> 6 0.000000e+00 0.000000000
#> 7 0.000000e+00 0.000000000
#> 8 0.000000e+00 0.000000000
#> 9 0.000000e+00 0.067405908
#> 10 -2.504156e-01 0.139108046
#> 11 -3.031899e-01 0.006035625
#> 12 -2.677088e-01 0.179095480
#> 13 -9.747190e-02 0.014645036
#> 14 -2.504155e-01 0.333186200
#> 15 -2.785133e-01 0.076891967
#> 16 0.000000e+00 0.071950317
#> 17 -4.967028e-02 0.007425519
#> 18 0.000000e+00 0.000000000
#> 19 -1.419758e-01 0.081281718
#> 20 0.000000e+00 0.000000000
#> 21 -9.746972e-02 0.012141400
#> 22 -3.031989e-01 0.089287945
#> 23 1.614633e-07 0.179812221
#> 24 -1.823909e-01 0.132036742
#> 25 0.000000e+00 0.000000000
#> 26 0.000000e+00 0.000000000
#> 27 0.000000e+00 0.000000000
#> 28 -2.912555e-01 0.235741308
#> 29 0.000000e+00 0.000000000
#> 30 0.000000e+00 0.000000000
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 1.883739e-07 -0.19378115
#> 2 2.119206e-07 -0.19939472
#> 3 6.862192e-06 -0.28190525
#> 4 0.000000e+00 -0.09776002
#> 5 4.171136e-07 -0.19620375
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 0.000000e+00 -0.09747273
#> 10 2.085568e-07 -0.16295320
#> 11 1.291707e-06 -0.03023763
#> 12 2.119206e-07 -0.23025834
#> 13 -8.073167e-08 -0.02093391
#> 14 3.417641e-06 -0.17292786
#> 15 1.614633e-07 -0.15628163
#> 16 0.000000e+00 -0.18239155
#> 17 -6.458534e-07 -0.03711496
#> 18 0.000000e+00 0.00000000
#> 19 0.000000e+00 -0.10344715
#> 20 0.000000e+00 0.00000000
#> 21 -4.857875e-03 -0.02432385
#> 22 3.431096e-06 -0.18248038
#> 23 1.614633e-07 -0.21848846
#> 24 8.073167e-08 -0.15384686
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 6.875648e-06 -0.34532517
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#>
#> $aggregate_inferences
#> # A tibble: 7 × 3
#> adj_matrix_index node value
#> <chr> <chr> <dbl>
#> 1 aggregate Guidance.Docs.for.Salt.Management 1
#> 2 aggregate Public.Education.Programs 0.00833
#> 3 aggregate Salts.Added.during.Water.Treatment -0.000139
#> 4 aggregate Salts.Added.by.Winter.Maintenance.Activities -0.136
#> 5 aggregate Ecosystem.Health 0.0848
#> 6 aggregate Public.Awareness.of.Reservoir.Salinization -0.000845
#> 7 aggregate Salinization.of.the.Reservoir -0.127
#>
#> $mc_inferences
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 mc_adj_matrix_1 1
#> 2 mc_adj_matrix_2 1
#> 3 mc_adj_matrix_3 1
#> 4 mc_adj_matrix_4 1
#> 5 mc_adj_matrix_5 1
#> 6 mc_adj_matrix_6 1
#> 7 mc_adj_matrix_7 1
#> 8 mc_adj_matrix_8 1
#> 9 mc_adj_matrix_9 1
#> 10 mc_adj_matrix_10 1
#> 11 mc_adj_matrix_11 1
#> 12 mc_adj_matrix_12 1
#> 13 mc_adj_matrix_13 1
#> 14 mc_adj_matrix_14 1
#> 15 mc_adj_matrix_15 1
#> 16 mc_adj_matrix_16 1
#> 17 mc_adj_matrix_17 1
#> 18 mc_adj_matrix_18 1
#> 19 mc_adj_matrix_19 1
#> 20 mc_adj_matrix_20 1
#> 21 mc_adj_matrix_21 1
#> 22 mc_adj_matrix_22 1
#> 23 mc_adj_matrix_23 1
#> 24 mc_adj_matrix_24 1
#> 25 mc_adj_matrix_25 1
#> 26 mc_adj_matrix_26 1
#> 27 mc_adj_matrix_27 1
#> 28 mc_adj_matrix_28 1
#> 29 mc_adj_matrix_29 1
#> 30 mc_adj_matrix_30 1
#> 31 mc_adj_matrix_31 1
#> 32 mc_adj_matrix_32 1
#> 33 mc_adj_matrix_33 1
#> 34 mc_adj_matrix_34 1
#> 35 mc_adj_matrix_35 1
#> 36 mc_adj_matrix_36 1
#> 37 mc_adj_matrix_37 1
#> 38 mc_adj_matrix_38 1
#> 39 mc_adj_matrix_39 1
#> 40 mc_adj_matrix_40 1
#> 41 mc_adj_matrix_41 1
#> 42 mc_adj_matrix_42 1
#> 43 mc_adj_matrix_43 1
#> 44 mc_adj_matrix_44 1
#> 45 mc_adj_matrix_45 1
#> 46 mc_adj_matrix_46 1
#> 47 mc_adj_matrix_47 1
#> 48 mc_adj_matrix_48 1
#> 49 mc_adj_matrix_49 1
#> 50 mc_adj_matrix_50 1
#> 51 mc_adj_matrix_51 1
#> 52 mc_adj_matrix_52 1
#> 53 mc_adj_matrix_53 1
#> 54 mc_adj_matrix_54 1
#> 55 mc_adj_matrix_55 1
#> 56 mc_adj_matrix_56 1
#> 57 mc_adj_matrix_57 1
#> 58 mc_adj_matrix_58 1
#> 59 mc_adj_matrix_59 1
#> 60 mc_adj_matrix_60 1
#> 61 mc_adj_matrix_61 1
#> 62 mc_adj_matrix_62 1
#> 63 mc_adj_matrix_63 1
#> 64 mc_adj_matrix_64 1
#> 65 mc_adj_matrix_65 1
#> 66 mc_adj_matrix_66 1
#> 67 mc_adj_matrix_67 1
#> 68 mc_adj_matrix_68 1
#> 69 mc_adj_matrix_69 1
#> 70 mc_adj_matrix_70 1
#> 71 mc_adj_matrix_71 1
#> 72 mc_adj_matrix_72 1
#> 73 mc_adj_matrix_73 1
#> 74 mc_adj_matrix_74 1
#> 75 mc_adj_matrix_75 1
#> 76 mc_adj_matrix_76 1
#> 77 mc_adj_matrix_77 1
#> 78 mc_adj_matrix_78 1
#> 79 mc_adj_matrix_79 1
#> 80 mc_adj_matrix_80 1
#> 81 mc_adj_matrix_81 1
#> 82 mc_adj_matrix_82 1
#> 83 mc_adj_matrix_83 1
#> 84 mc_adj_matrix_84 1
#> 85 mc_adj_matrix_85 1
#> 86 mc_adj_matrix_86 1
#> 87 mc_adj_matrix_87 1
#> 88 mc_adj_matrix_88 1
#> 89 mc_adj_matrix_89 1
#> 90 mc_adj_matrix_90 1
#> 91 mc_adj_matrix_91 1
#> 92 mc_adj_matrix_92 1
#> 93 mc_adj_matrix_93 1
#> 94 mc_adj_matrix_94 1
#> 95 mc_adj_matrix_95 1
#> 96 mc_adj_matrix_96 1
#> 97 mc_adj_matrix_97 1
#> 98 mc_adj_matrix_98 1
#> 99 mc_adj_matrix_99 1
#> 100 mc_adj_matrix_100 1
#> Public.Education.Programs Salts.Added.during.Water.Treatment
#> 1 -7.534956e-07 -7.534956e-07
#> 2 3.767478e-07 3.767478e-07
#> 3 3.390730e-06 3.390730e-06
#> 4 1.506991e-06 1.506991e-06
#> 5 0.000000e+00 0.000000e+00
#> 6 0.000000e+00 0.000000e+00
#> 7 4.171136e-07 4.171136e-07
#> 8 4.238413e-07 4.238413e-07
#> 9 0.000000e+00 0.000000e+00
#> 10 0.000000e+00 0.000000e+00
#> 11 3.229267e-06 3.229267e-06
#> 12 0.000000e+00 0.000000e+00
#> 13 0.000000e+00 0.000000e+00
#> 14 4.171136e-07 4.171136e-07
#> 15 0.000000e+00 0.000000e+00
#> 16 8.476826e-07 8.476826e-07
#> 17 8.342273e-07 -6.998549e-06
#> 18 3.441188e-06 3.441188e-06
#> 19 5.382112e-08 5.382112e-08
#> 20 1.345528e-08 1.345528e-08
#> 21 1.883739e-07 1.883739e-07
#> 22 4.272051e-07 4.272051e-07
#> 23 0.000000e+00 0.000000e+00
#> 24 8.476826e-07 -7.139424e-06
#> 25 1.883739e-07 1.883739e-07
#> 26 0.000000e+00 0.000000e+00
#> 27 1.695365e-06 1.695365e-06
#> 28 0.000000e+00 0.000000e+00
#> 29 0.000000e+00 0.000000e+00
#> 30 -5.382112e-08 -5.382112e-08
#> 31 -6.458534e-07 -6.458534e-07
#> 32 -1.614633e-07 -1.614633e-07
#> 33 0.000000e+00 0.000000e+00
#> 34 0.000000e+00 0.000000e+00
#> 35 -5.382112e-08 -5.382112e-08
#> 36 -1.291707e-06 -1.291707e-06
#> 37 8.073167e-07 8.073167e-07
#> 38 -4.305689e-07 -4.305689e-07
#> 39 0.000000e+00 0.000000e+00
#> 40 1.715548e-06 1.715548e-06
#> 41 1.708820e-06 1.708820e-06
#> 42 8.544102e-07 8.544102e-07
#> 43 0.000000e+00 0.000000e+00
#> 44 0.000000e+00 0.000000e+00
#> 45 2.152845e-07 2.152845e-07
#> 46 2.152845e-07 2.152845e-07
#> 47 -1.614633e-07 -1.614633e-07
#> 48 6.862192e-06 6.862192e-06
#> 49 2.184841e-01 -2.152845e-07
#> 50 0.000000e+00 0.000000e+00
#> 51 0.000000e+00 0.000000e+00
#> 52 4.036584e-07 4.036584e-07
#> 53 1.883739e-07 1.883739e-07
#> 54 8.544102e-07 8.544102e-07
#> 55 2.184874e-01 0.000000e+00
#> 56 3.767478e-07 3.767478e-07
#> 57 2.018292e-07 2.018292e-07
#> 58 2.184875e-01 3.336909e-06
#> 59 4.171136e-07 4.171136e-07
#> 60 8.476826e-07 8.476826e-07
#> 61 1.883739e-07 1.883739e-07
#> 62 1.883739e-07 1.883739e-07
#> 63 0.000000e+00 0.000000e+00
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 0.000000e+00
#> 66 3.336909e-06 3.336909e-06
#> 67 0.000000e+00 0.000000e+00
#> 68 4.238413e-07 4.238413e-07
#> 69 0.000000e+00 0.000000e+00
#> 70 0.000000e+00 0.000000e+00
#> 71 1.614633e-07 -1.475221e-06
#> 72 3.767478e-07 3.767478e-07
#> 73 0.000000e+00 0.000000e+00
#> 74 8.544102e-07 8.544102e-07
#> 75 0.000000e+00 0.000000e+00
#> 76 -6.458534e-07 -6.458534e-07
#> 77 -5.382112e-08 -5.382112e-08
#> 78 0.000000e+00 0.000000e+00
#> 79 7.534956e-07 7.534956e-07
#> 80 3.437824e-06 3.437824e-06
#> 81 0.000000e+00 0.000000e+00
#> 82 3.229267e-07 3.229267e-07
#> 83 2.152845e-07 2.152845e-07
#> 84 1.076422e-07 -9.655405e-07
#> 85 3.767478e-07 3.767478e-07
#> 86 1.715548e-06 1.715548e-06
#> 87 2.085568e-07 2.085568e-07
#> 88 0.000000e+00 0.000000e+00
#> 89 -3.767478e-07 -3.767478e-07
#> 90 0.000000e+00 0.000000e+00
#> 91 1.708820e-06 1.708820e-06
#> 92 8.476826e-07 8.476826e-07
#> 93 0.000000e+00 0.000000e+00
#> 94 5.382112e-08 5.382112e-08
#> 95 3.417641e-06 3.417641e-06
#> 96 0.000000e+00 0.000000e+00
#> 97 0.000000e+00 0.000000e+00
#> 98 1.695365e-06 1.695365e-06
#> 99 8.073167e-08 8.073167e-08
#> 100 1.506991e-06 1.506991e-06
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -1.823854e-01 3.583183e-02
#> 2 -1.823916e-01 3.767478e-07
#> 3 -2.677077e-01 7.103345e-02
#> 4 -2.425477e-06 1.797959e-01
#> 5 0.000000e+00 0.000000e+00
#> 6 -1.419722e-01 9.265583e-02
#> 7 -2.785139e-01 1.588091e-01
#> 8 -3.031963e-01 1.521855e-01
#> 9 0.000000e+00 0.000000e+00
#> 10 0.000000e+00 0.000000e+00
#> 11 -2.912530e-01 7.168666e-03
#> 12 0.000000e+00 0.000000e+00
#> 13 0.000000e+00 7.804836e-02
#> 14 -2.912555e-01 1.524788e-01
#> 15 0.000000e+00 0.000000e+00
#> 16 -3.031961e-01 1.098823e-01
#> 17 -2.504156e-01 1.480956e-01
#> 18 -3.032004e-01 2.648744e-01
#> 19 -5.096808e-07 3.883449e-02
#> 20 -9.747256e-02 4.894938e-02
#> 21 -1.823910e-01 9.555170e-02
#> 22 -2.504157e-01 1.540205e-01
#> 23 0.000000e+00 0.000000e+00
#> 24 -1.823909e-01 2.417474e-01
#> 25 -2.504156e-01 1.021914e-01
#> 26 0.000000e+00 9.390562e-02
#> 27 -2.912542e-01 1.850628e-02
#> 28 0.000000e+00 0.000000e+00
#> 29 0.000000e+00 0.000000e+00
#> 30 -4.967107e-02 3.549106e-02
#> 31 -9.747005e-02 1.934383e-02
#> 32 -4.967097e-02 2.463721e-02
#> 33 0.000000e+00 0.000000e+00
#> 34 0.000000e+00 1.256037e-01
#> 35 -9.747122e-02 4.429092e-02
#> 36 -9.746787e-02 -1.291707e-06
#> 37 -1.419779e-01 3.366669e-02
#> 38 -9.746991e-02 8.589623e-03
#> 39 0.000000e+00 0.000000e+00
#> 40 -3.031958e-01 1.781086e-01
#> 41 -2.912555e-01 1.973477e-01
#> 42 -9.747759e-02 5.106911e-02
#> 43 0.000000e+00 0.000000e+00
#> 44 0.000000e+00 0.000000e+00
#> 45 -9.747257e-02 1.947810e-03
#> 46 2.152845e-07 1.370156e-01
#> 47 -9.747186e-02 6.079128e-02
#> 48 -3.032015e-01 1.751653e-01
#> 49 -1.419743e-01 3.648935e-02
#> 50 0.000000e+00 0.000000e+00
#> 51 0.000000e+00 0.000000e+00
#> 52 -2.785138e-01 5.118915e-02
#> 53 -1.823903e-01 5.183704e-02
#> 54 -2.785149e-01 1.430670e-01
#> 55 0.000000e+00 0.000000e+00
#> 56 3.767478e-07 2.785119e-01
#> 57 -2.504158e-01 1.467342e-01
#> 58 -1.823897e-01 3.336909e-06
#> 59 -2.504164e-01 6.831333e-02
#> 60 -3.031961e-01 1.431412e-01
#> 61 -2.677081e-01 8.952663e-02
#> 62 -2.504156e-01 1.243539e-01
#> 63 0.000000e+00 0.000000e+00
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 1.050123e-01
#> 66 -5.003946e-06 1.538490e-01
#> 67 0.000000e+00 0.000000e+00
#> 68 -2.785138e-01 1.267207e-01
#> 69 0.000000e+00 0.000000e+00
#> 70 0.000000e+00 0.000000e+00
#> 71 -1.475221e-06 2.785120e-01
#> 72 -9.747304e-02 4.728087e-02
#> 73 0.000000e+00 0.000000e+00
#> 74 -3.031965e-01 1.521870e-01
#> 75 0.000000e+00 0.000000e+00
#> 76 -9.747005e-02 9.373202e-02
#> 77 -4.967107e-02 2.449706e-02
#> 78 0.000000e+00 0.000000e+00
#> 79 -1.202018e-01 3.112357e-02
#> 80 -2.912576e-01 1.395462e-01
#> 81 0.000000e+00 0.000000e+00
#> 82 -1.823902e-01 3.361201e-02
#> 83 -1.823895e-01 2.316391e-02
#> 84 -1.823902e-01 5.184491e-02
#> 85 -1.823908e-01 1.305066e-02
#> 86 -3.031962e-01 2.141839e-01
#> 87 -2.785138e-01 1.267225e-01
#> 88 0.000000e+00 0.000000e+00
#> 89 -9.747126e-02 7.495468e-02
#> 90 0.000000e+00 0.000000e+00
#> 91 -2.785139e-01 1.144522e-01
#> 92 -3.031961e-01 9.831713e-02
#> 93 0.000000e+00 0.000000e+00
#> 94 -1.202010e-01 1.583222e-02
#> 95 -9.747835e-02 1.778773e-01
#> 96 0.000000e+00 0.000000e+00
#> 97 0.000000e+00 9.743164e-03
#> 98 -2.785153e-01 3.970502e-02
#> 99 -9.747287e-02 3.360292e-02
#> 100 -9.747421e-02 7.199305e-03
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 -7.534956e-07 -7.193752e-02
#> 2 3.767478e-07 -1.225782e-01
#> 3 3.390730e-06 -3.601117e-01
#> 4 1.506991e-06 -2.184893e-01
#> 5 0.000000e+00 0.000000e+00
#> 6 0.000000e+00 -2.371042e-01
#> 7 4.171136e-07 -1.891189e-01
#> 8 4.238413e-07 -2.027005e-01
#> 9 0.000000e+00 0.000000e+00
#> 10 0.000000e+00 0.000000e+00
#> 11 3.229267e-06 -7.180147e-02
#> 12 0.000000e+00 0.000000e+00
#> 13 0.000000e+00 -1.202016e-01
#> 14 4.171136e-07 -1.625190e-01
#> 15 0.000000e+00 0.000000e+00
#> 16 8.476826e-07 -2.523196e-01
#> 17 8.342273e-07 -3.145119e-01
#> 18 3.441188e-06 -3.249258e-01
#> 19 5.382112e-08 -9.747398e-02
#> 20 1.345528e-08 -5.795988e-02
#> 21 1.883739e-07 -1.305957e-01
#> 22 4.272051e-07 -1.826435e-01
#> 23 0.000000e+00 0.000000e+00
#> 24 8.476826e-07 -3.175589e-01
#> 25 1.883739e-07 -1.314106e-01
#> 26 0.000000e+00 -1.202013e-01
#> 27 1.695365e-06 -1.853357e-01
#> 28 0.000000e+00 0.000000e+00
#> 29 0.000000e+00 0.000000e+00
#> 30 -5.382112e-08 -3.957012e-02
#> 31 -6.458534e-07 -4.842383e-02
#> 32 -1.614633e-07 -4.934797e-02
#> 33 0.000000e+00 0.000000e+00
#> 34 0.000000e+00 -2.184892e-01
#> 35 -5.382112e-08 -6.363144e-02
#> 36 -1.291707e-06 -7.207256e-02
#> 37 8.073167e-07 -1.351009e-01
#> 38 -4.305689e-07 -8.598165e-02
#> 39 0.000000e+00 0.000000e+00
#> 40 1.715548e-06 -2.946346e-01
#> 41 1.708820e-06 -2.750302e-01
#> 42 8.544102e-07 -6.857846e-02
#> 43 0.000000e+00 0.000000e+00
#> 44 0.000000e+00 0.000000e+00
#> 45 2.152845e-07 -1.947552e-02
#> 46 2.152845e-07 -2.184884e-01
#> 47 -1.614633e-07 -7.675143e-02
#> 48 6.862192e-06 -2.383302e-01
#> 49 -2.152845e-07 -9.160010e-02
#> 50 0.000000e+00 0.000000e+00
#> 51 0.000000e+00 0.000000e+00
#> 52 4.036584e-07 -6.875044e-02
#> 53 1.883739e-07 -1.160629e-01
#> 54 8.544102e-07 -1.891212e-01
#> 55 0.000000e+00 0.000000e+00
#> 56 3.767478e-07 5.704189e-06
#> 57 2.018292e-07 -1.729344e-01
#> 58 3.336909e-06 -2.550566e-01
#> 59 4.171136e-07 -1.729368e-01
#> 60 8.476826e-07 -2.523196e-01
#> 61 1.883739e-07 -1.829849e-01
#> 62 1.883739e-07 -1.729336e-01
#> 63 0.000000e+00 0.000000e+00
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 -1.202015e-01
#> 66 3.336909e-06 -1.824018e-01
#> 67 0.000000e+00 0.000000e+00
#> 68 4.238413e-07 -1.891188e-01
#> 69 0.000000e+00 0.000000e+00
#> 70 0.000000e+00 0.000000e+00
#> 71 1.614633e-07 -7.329113e-06
#> 72 3.767478e-07 -7.209254e-02
#> 73 0.000000e+00 0.000000e+00
#> 74 8.544102e-07 -2.027015e-01
#> 75 0.000000e+00 0.000000e+00
#> 76 -6.458534e-07 -1.919739e-01
#> 77 -5.382112e-08 -2.726434e-02
#> 78 0.000000e+00 0.000000e+00
#> 79 7.534956e-07 -7.804617e-02
#> 80 3.437824e-06 -1.962132e-01
#> 81 0.000000e+00 0.000000e+00
#> 82 3.229267e-07 -1.686398e-01
#> 83 2.152845e-07 -1.160574e-01
#> 84 1.076422e-07 -1.305913e-01
#> 85 3.767478e-07 -1.305934e-01
#> 86 1.715548e-06 -3.046656e-01
#> 87 2.085568e-07 -1.891187e-01
#> 88 0.000000e+00 0.000000e+00
#> 89 -3.767478e-07 -9.511926e-02
#> 90 0.000000e+00 0.000000e+00
#> 91 1.708820e-06 -2.371884e-01
#> 92 8.476826e-07 -2.523196e-01
#> 93 0.000000e+00 0.000000e+00
#> 94 5.382112e-08 -2.400336e-02
#> 95 3.417641e-06 -2.588521e-01
#> 96 0.000000e+00 0.000000e+00
#> 97 0.000000e+00 -9.747207e-02
#> 98 1.695365e-06 -1.993928e-01
#> 99 8.073167e-08 -6.740640e-02
#> 100 1.506991e-06 -7.209028e-02
#>
#> $mc_CIs_and_quantiles
#> node expected_value 0.025_CI
#> 1 Guidance.Docs.for.Salt.Management 1.000000e+00 1.000000e+00
#> 2 Public.Education.Programs 6.708020e-03 5.277867e-07
#> 3 Salts.Added.during.Water.Treatment 3.546662e-07 5.288203e-08
#> 4 Salts.Added.by.Winter.Maintenance.Activities -1.221578e-01 -1.447032e-01
#> 5 Ecosystem.Health 6.562354e-02 5.126582e-02
#> 6 Public.Awareness.of.Reservoir.Salinization 5.390131e-07 3.586261e-07
#> 7 Salinization.of.the.Reservoir -1.098303e-01 -1.308960e-01
#> 0.975_CI min 0.25_quantile median 0.75_quantile
#> 1 1.000000e+00 1.000000e+00 1.0000000 1.000000e+00 1.000000e+00
#> 2 1.529442e-02 -1.291707e-06 0.0000000 1.749186e-07 8.375911e-07
#> 3 6.313833e-07 -7.139424e-06 0.0000000 6.727640e-09 4.246822e-07
#> 4 -9.952035e-02 -3.032015e-01 -0.2504157 -9.747256e-02 0.000000e+00
#> 5 7.922928e-02 -1.291707e-06 0.0000000 3.766192e-02 1.246664e-01
#> 6 7.715787e-07 -1.291707e-06 0.0000000 9.418695e-08 7.669509e-07
#> 7 -9.074160e-02 -3.601117e-01 -0.1891189 -9.335968e-02 0.000000e+00
#> max
#> 1 1.000000e+00
#> 2 2.184875e-01
#> 3 6.862192e-06
#> 4 3.767478e-07
#> 5 2.785120e-01
#> 6 6.862192e-06
#> 7 5.704189e-06
#>
get_fcmconfr_inferences(ex_conventional_fcmconfr)
#> $individual_inferences
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 1.883739e-07
#> 2 adj_matrix_2 1 2.119206e-07
#> 3 adj_matrix_3 1 6.862192e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 1.291707e-06
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -8.073167e-08
#> 14 adj_matrix_14 1 3.417641e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 2.184841e-01
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 2.152845e-07
#> 22 adj_matrix_22 1 3.431096e-06
#> 23 adj_matrix_23 1 1.614633e-07
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 6.875648e-06
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 1.883739e-07
#> 2 -1.996777e-06
#> 3 6.862192e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 1.291707e-06
#> 12 2.119206e-07
#> 13 -8.073167e-08
#> 14 3.417641e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 2.152845e-07
#> 22 3.431096e-06
#> 23 1.614633e-07
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 6.875648e-06
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -1.202008e-01 0.137976692
#> 2 -2.785142e-01 0.149998461
#> 3 -1.419821e-01 0.191007238
#> 4 -1.823903e-01 0.072280641
#> 5 -2.912555e-01 0.139532225
#> 6 0.000000e+00 0.000000000
#> 7 0.000000e+00 0.000000000
#> 8 0.000000e+00 0.000000000
#> 9 0.000000e+00 0.067405908
#> 10 -2.504156e-01 0.139108046
#> 11 -3.031899e-01 0.006035625
#> 12 -2.677088e-01 0.179095480
#> 13 -9.747190e-02 0.014645036
#> 14 -2.504155e-01 0.333186200
#> 15 -2.785133e-01 0.076891967
#> 16 0.000000e+00 0.071950317
#> 17 -4.967028e-02 0.007425519
#> 18 0.000000e+00 0.000000000
#> 19 -1.419758e-01 0.081281718
#> 20 0.000000e+00 0.000000000
#> 21 -9.746972e-02 0.012141400
#> 22 -3.031989e-01 0.089287945
#> 23 1.614633e-07 0.179812221
#> 24 -1.823909e-01 0.132036742
#> 25 0.000000e+00 0.000000000
#> 26 0.000000e+00 0.000000000
#> 27 0.000000e+00 0.000000000
#> 28 -2.912555e-01 0.235741308
#> 29 0.000000e+00 0.000000000
#> 30 0.000000e+00 0.000000000
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 1.883739e-07 -0.19378115
#> 2 2.119206e-07 -0.19939472
#> 3 6.862192e-06 -0.28190525
#> 4 0.000000e+00 -0.09776002
#> 5 4.171136e-07 -0.19620375
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 0.000000e+00 -0.09747273
#> 10 2.085568e-07 -0.16295320
#> 11 1.291707e-06 -0.03023763
#> 12 2.119206e-07 -0.23025834
#> 13 -8.073167e-08 -0.02093391
#> 14 3.417641e-06 -0.17292786
#> 15 1.614633e-07 -0.15628163
#> 16 0.000000e+00 -0.18239155
#> 17 -6.458534e-07 -0.03711496
#> 18 0.000000e+00 0.00000000
#> 19 0.000000e+00 -0.10344715
#> 20 0.000000e+00 0.00000000
#> 21 -4.857875e-03 -0.02432385
#> 22 3.431096e-06 -0.18248038
#> 23 1.614633e-07 -0.21848846
#> 24 8.073167e-08 -0.15384686
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 6.875648e-06 -0.34532517
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#>
#> $aggregate_inferences
#> # A tibble: 7 × 3
#> adj_matrix_index node value
#> <chr> <chr> <dbl>
#> 1 aggregate Guidance.Docs.for.Salt.Management 1
#> 2 aggregate Public.Education.Programs 0.00833
#> 3 aggregate Salts.Added.during.Water.Treatment -0.000139
#> 4 aggregate Salts.Added.by.Winter.Maintenance.Activities -0.136
#> 5 aggregate Ecosystem.Health 0.0848
#> 6 aggregate Public.Awareness.of.Reservoir.Salinization -0.000845
#> 7 aggregate Salinization.of.the.Reservoir -0.127
#>
#> $mc_inferences
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 mc_adj_matrix_1 1
#> 2 mc_adj_matrix_2 1
#> 3 mc_adj_matrix_3 1
#> 4 mc_adj_matrix_4 1
#> 5 mc_adj_matrix_5 1
#> 6 mc_adj_matrix_6 1
#> 7 mc_adj_matrix_7 1
#> 8 mc_adj_matrix_8 1
#> 9 mc_adj_matrix_9 1
#> 10 mc_adj_matrix_10 1
#> 11 mc_adj_matrix_11 1
#> 12 mc_adj_matrix_12 1
#> 13 mc_adj_matrix_13 1
#> 14 mc_adj_matrix_14 1
#> 15 mc_adj_matrix_15 1
#> 16 mc_adj_matrix_16 1
#> 17 mc_adj_matrix_17 1
#> 18 mc_adj_matrix_18 1
#> 19 mc_adj_matrix_19 1
#> 20 mc_adj_matrix_20 1
#> 21 mc_adj_matrix_21 1
#> 22 mc_adj_matrix_22 1
#> 23 mc_adj_matrix_23 1
#> 24 mc_adj_matrix_24 1
#> 25 mc_adj_matrix_25 1
#> 26 mc_adj_matrix_26 1
#> 27 mc_adj_matrix_27 1
#> 28 mc_adj_matrix_28 1
#> 29 mc_adj_matrix_29 1
#> 30 mc_adj_matrix_30 1
#> 31 mc_adj_matrix_31 1
#> 32 mc_adj_matrix_32 1
#> 33 mc_adj_matrix_33 1
#> 34 mc_adj_matrix_34 1
#> 35 mc_adj_matrix_35 1
#> 36 mc_adj_matrix_36 1
#> 37 mc_adj_matrix_37 1
#> 38 mc_adj_matrix_38 1
#> 39 mc_adj_matrix_39 1
#> 40 mc_adj_matrix_40 1
#> 41 mc_adj_matrix_41 1
#> 42 mc_adj_matrix_42 1
#> 43 mc_adj_matrix_43 1
#> 44 mc_adj_matrix_44 1
#> 45 mc_adj_matrix_45 1
#> 46 mc_adj_matrix_46 1
#> 47 mc_adj_matrix_47 1
#> 48 mc_adj_matrix_48 1
#> 49 mc_adj_matrix_49 1
#> 50 mc_adj_matrix_50 1
#> 51 mc_adj_matrix_51 1
#> 52 mc_adj_matrix_52 1
#> 53 mc_adj_matrix_53 1
#> 54 mc_adj_matrix_54 1
#> 55 mc_adj_matrix_55 1
#> 56 mc_adj_matrix_56 1
#> 57 mc_adj_matrix_57 1
#> 58 mc_adj_matrix_58 1
#> 59 mc_adj_matrix_59 1
#> 60 mc_adj_matrix_60 1
#> 61 mc_adj_matrix_61 1
#> 62 mc_adj_matrix_62 1
#> 63 mc_adj_matrix_63 1
#> 64 mc_adj_matrix_64 1
#> 65 mc_adj_matrix_65 1
#> 66 mc_adj_matrix_66 1
#> 67 mc_adj_matrix_67 1
#> 68 mc_adj_matrix_68 1
#> 69 mc_adj_matrix_69 1
#> 70 mc_adj_matrix_70 1
#> 71 mc_adj_matrix_71 1
#> 72 mc_adj_matrix_72 1
#> 73 mc_adj_matrix_73 1
#> 74 mc_adj_matrix_74 1
#> 75 mc_adj_matrix_75 1
#> 76 mc_adj_matrix_76 1
#> 77 mc_adj_matrix_77 1
#> 78 mc_adj_matrix_78 1
#> 79 mc_adj_matrix_79 1
#> 80 mc_adj_matrix_80 1
#> 81 mc_adj_matrix_81 1
#> 82 mc_adj_matrix_82 1
#> 83 mc_adj_matrix_83 1
#> 84 mc_adj_matrix_84 1
#> 85 mc_adj_matrix_85 1
#> 86 mc_adj_matrix_86 1
#> 87 mc_adj_matrix_87 1
#> 88 mc_adj_matrix_88 1
#> 89 mc_adj_matrix_89 1
#> 90 mc_adj_matrix_90 1
#> 91 mc_adj_matrix_91 1
#> 92 mc_adj_matrix_92 1
#> 93 mc_adj_matrix_93 1
#> 94 mc_adj_matrix_94 1
#> 95 mc_adj_matrix_95 1
#> 96 mc_adj_matrix_96 1
#> 97 mc_adj_matrix_97 1
#> 98 mc_adj_matrix_98 1
#> 99 mc_adj_matrix_99 1
#> 100 mc_adj_matrix_100 1
#> Public.Education.Programs Salts.Added.during.Water.Treatment
#> 1 -7.534956e-07 -7.534956e-07
#> 2 3.767478e-07 3.767478e-07
#> 3 3.390730e-06 3.390730e-06
#> 4 1.506991e-06 1.506991e-06
#> 5 0.000000e+00 0.000000e+00
#> 6 0.000000e+00 0.000000e+00
#> 7 4.171136e-07 4.171136e-07
#> 8 4.238413e-07 4.238413e-07
#> 9 0.000000e+00 0.000000e+00
#> 10 0.000000e+00 0.000000e+00
#> 11 3.229267e-06 3.229267e-06
#> 12 0.000000e+00 0.000000e+00
#> 13 0.000000e+00 0.000000e+00
#> 14 4.171136e-07 4.171136e-07
#> 15 0.000000e+00 0.000000e+00
#> 16 8.476826e-07 8.476826e-07
#> 17 8.342273e-07 -6.998549e-06
#> 18 3.441188e-06 3.441188e-06
#> 19 5.382112e-08 5.382112e-08
#> 20 1.345528e-08 1.345528e-08
#> 21 1.883739e-07 1.883739e-07
#> 22 4.272051e-07 4.272051e-07
#> 23 0.000000e+00 0.000000e+00
#> 24 8.476826e-07 -7.139424e-06
#> 25 1.883739e-07 1.883739e-07
#> 26 0.000000e+00 0.000000e+00
#> 27 1.695365e-06 1.695365e-06
#> 28 0.000000e+00 0.000000e+00
#> 29 0.000000e+00 0.000000e+00
#> 30 -5.382112e-08 -5.382112e-08
#> 31 -6.458534e-07 -6.458534e-07
#> 32 -1.614633e-07 -1.614633e-07
#> 33 0.000000e+00 0.000000e+00
#> 34 0.000000e+00 0.000000e+00
#> 35 -5.382112e-08 -5.382112e-08
#> 36 -1.291707e-06 -1.291707e-06
#> 37 8.073167e-07 8.073167e-07
#> 38 -4.305689e-07 -4.305689e-07
#> 39 0.000000e+00 0.000000e+00
#> 40 1.715548e-06 1.715548e-06
#> 41 1.708820e-06 1.708820e-06
#> 42 8.544102e-07 8.544102e-07
#> 43 0.000000e+00 0.000000e+00
#> 44 0.000000e+00 0.000000e+00
#> 45 2.152845e-07 2.152845e-07
#> 46 2.152845e-07 2.152845e-07
#> 47 -1.614633e-07 -1.614633e-07
#> 48 6.862192e-06 6.862192e-06
#> 49 2.184841e-01 -2.152845e-07
#> 50 0.000000e+00 0.000000e+00
#> 51 0.000000e+00 0.000000e+00
#> 52 4.036584e-07 4.036584e-07
#> 53 1.883739e-07 1.883739e-07
#> 54 8.544102e-07 8.544102e-07
#> 55 2.184874e-01 0.000000e+00
#> 56 3.767478e-07 3.767478e-07
#> 57 2.018292e-07 2.018292e-07
#> 58 2.184875e-01 3.336909e-06
#> 59 4.171136e-07 4.171136e-07
#> 60 8.476826e-07 8.476826e-07
#> 61 1.883739e-07 1.883739e-07
#> 62 1.883739e-07 1.883739e-07
#> 63 0.000000e+00 0.000000e+00
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 0.000000e+00
#> 66 3.336909e-06 3.336909e-06
#> 67 0.000000e+00 0.000000e+00
#> 68 4.238413e-07 4.238413e-07
#> 69 0.000000e+00 0.000000e+00
#> 70 0.000000e+00 0.000000e+00
#> 71 1.614633e-07 -1.475221e-06
#> 72 3.767478e-07 3.767478e-07
#> 73 0.000000e+00 0.000000e+00
#> 74 8.544102e-07 8.544102e-07
#> 75 0.000000e+00 0.000000e+00
#> 76 -6.458534e-07 -6.458534e-07
#> 77 -5.382112e-08 -5.382112e-08
#> 78 0.000000e+00 0.000000e+00
#> 79 7.534956e-07 7.534956e-07
#> 80 3.437824e-06 3.437824e-06
#> 81 0.000000e+00 0.000000e+00
#> 82 3.229267e-07 3.229267e-07
#> 83 2.152845e-07 2.152845e-07
#> 84 1.076422e-07 -9.655405e-07
#> 85 3.767478e-07 3.767478e-07
#> 86 1.715548e-06 1.715548e-06
#> 87 2.085568e-07 2.085568e-07
#> 88 0.000000e+00 0.000000e+00
#> 89 -3.767478e-07 -3.767478e-07
#> 90 0.000000e+00 0.000000e+00
#> 91 1.708820e-06 1.708820e-06
#> 92 8.476826e-07 8.476826e-07
#> 93 0.000000e+00 0.000000e+00
#> 94 5.382112e-08 5.382112e-08
#> 95 3.417641e-06 3.417641e-06
#> 96 0.000000e+00 0.000000e+00
#> 97 0.000000e+00 0.000000e+00
#> 98 1.695365e-06 1.695365e-06
#> 99 8.073167e-08 8.073167e-08
#> 100 1.506991e-06 1.506991e-06
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -1.823854e-01 3.583183e-02
#> 2 -1.823916e-01 3.767478e-07
#> 3 -2.677077e-01 7.103345e-02
#> 4 -2.425477e-06 1.797959e-01
#> 5 0.000000e+00 0.000000e+00
#> 6 -1.419722e-01 9.265583e-02
#> 7 -2.785139e-01 1.588091e-01
#> 8 -3.031963e-01 1.521855e-01
#> 9 0.000000e+00 0.000000e+00
#> 10 0.000000e+00 0.000000e+00
#> 11 -2.912530e-01 7.168666e-03
#> 12 0.000000e+00 0.000000e+00
#> 13 0.000000e+00 7.804836e-02
#> 14 -2.912555e-01 1.524788e-01
#> 15 0.000000e+00 0.000000e+00
#> 16 -3.031961e-01 1.098823e-01
#> 17 -2.504156e-01 1.480956e-01
#> 18 -3.032004e-01 2.648744e-01
#> 19 -5.096808e-07 3.883449e-02
#> 20 -9.747256e-02 4.894938e-02
#> 21 -1.823910e-01 9.555170e-02
#> 22 -2.504157e-01 1.540205e-01
#> 23 0.000000e+00 0.000000e+00
#> 24 -1.823909e-01 2.417474e-01
#> 25 -2.504156e-01 1.021914e-01
#> 26 0.000000e+00 9.390562e-02
#> 27 -2.912542e-01 1.850628e-02
#> 28 0.000000e+00 0.000000e+00
#> 29 0.000000e+00 0.000000e+00
#> 30 -4.967107e-02 3.549106e-02
#> 31 -9.747005e-02 1.934383e-02
#> 32 -4.967097e-02 2.463721e-02
#> 33 0.000000e+00 0.000000e+00
#> 34 0.000000e+00 1.256037e-01
#> 35 -9.747122e-02 4.429092e-02
#> 36 -9.746787e-02 -1.291707e-06
#> 37 -1.419779e-01 3.366669e-02
#> 38 -9.746991e-02 8.589623e-03
#> 39 0.000000e+00 0.000000e+00
#> 40 -3.031958e-01 1.781086e-01
#> 41 -2.912555e-01 1.973477e-01
#> 42 -9.747759e-02 5.106911e-02
#> 43 0.000000e+00 0.000000e+00
#> 44 0.000000e+00 0.000000e+00
#> 45 -9.747257e-02 1.947810e-03
#> 46 2.152845e-07 1.370156e-01
#> 47 -9.747186e-02 6.079128e-02
#> 48 -3.032015e-01 1.751653e-01
#> 49 -1.419743e-01 3.648935e-02
#> 50 0.000000e+00 0.000000e+00
#> 51 0.000000e+00 0.000000e+00
#> 52 -2.785138e-01 5.118915e-02
#> 53 -1.823903e-01 5.183704e-02
#> 54 -2.785149e-01 1.430670e-01
#> 55 0.000000e+00 0.000000e+00
#> 56 3.767478e-07 2.785119e-01
#> 57 -2.504158e-01 1.467342e-01
#> 58 -1.823897e-01 3.336909e-06
#> 59 -2.504164e-01 6.831333e-02
#> 60 -3.031961e-01 1.431412e-01
#> 61 -2.677081e-01 8.952663e-02
#> 62 -2.504156e-01 1.243539e-01
#> 63 0.000000e+00 0.000000e+00
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 1.050123e-01
#> 66 -5.003946e-06 1.538490e-01
#> 67 0.000000e+00 0.000000e+00
#> 68 -2.785138e-01 1.267207e-01
#> 69 0.000000e+00 0.000000e+00
#> 70 0.000000e+00 0.000000e+00
#> 71 -1.475221e-06 2.785120e-01
#> 72 -9.747304e-02 4.728087e-02
#> 73 0.000000e+00 0.000000e+00
#> 74 -3.031965e-01 1.521870e-01
#> 75 0.000000e+00 0.000000e+00
#> 76 -9.747005e-02 9.373202e-02
#> 77 -4.967107e-02 2.449706e-02
#> 78 0.000000e+00 0.000000e+00
#> 79 -1.202018e-01 3.112357e-02
#> 80 -2.912576e-01 1.395462e-01
#> 81 0.000000e+00 0.000000e+00
#> 82 -1.823902e-01 3.361201e-02
#> 83 -1.823895e-01 2.316391e-02
#> 84 -1.823902e-01 5.184491e-02
#> 85 -1.823908e-01 1.305066e-02
#> 86 -3.031962e-01 2.141839e-01
#> 87 -2.785138e-01 1.267225e-01
#> 88 0.000000e+00 0.000000e+00
#> 89 -9.747126e-02 7.495468e-02
#> 90 0.000000e+00 0.000000e+00
#> 91 -2.785139e-01 1.144522e-01
#> 92 -3.031961e-01 9.831713e-02
#> 93 0.000000e+00 0.000000e+00
#> 94 -1.202010e-01 1.583222e-02
#> 95 -9.747835e-02 1.778773e-01
#> 96 0.000000e+00 0.000000e+00
#> 97 0.000000e+00 9.743164e-03
#> 98 -2.785153e-01 3.970502e-02
#> 99 -9.747287e-02 3.360292e-02
#> 100 -9.747421e-02 7.199305e-03
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 -7.534956e-07 -7.193752e-02
#> 2 3.767478e-07 -1.225782e-01
#> 3 3.390730e-06 -3.601117e-01
#> 4 1.506991e-06 -2.184893e-01
#> 5 0.000000e+00 0.000000e+00
#> 6 0.000000e+00 -2.371042e-01
#> 7 4.171136e-07 -1.891189e-01
#> 8 4.238413e-07 -2.027005e-01
#> 9 0.000000e+00 0.000000e+00
#> 10 0.000000e+00 0.000000e+00
#> 11 3.229267e-06 -7.180147e-02
#> 12 0.000000e+00 0.000000e+00
#> 13 0.000000e+00 -1.202016e-01
#> 14 4.171136e-07 -1.625190e-01
#> 15 0.000000e+00 0.000000e+00
#> 16 8.476826e-07 -2.523196e-01
#> 17 8.342273e-07 -3.145119e-01
#> 18 3.441188e-06 -3.249258e-01
#> 19 5.382112e-08 -9.747398e-02
#> 20 1.345528e-08 -5.795988e-02
#> 21 1.883739e-07 -1.305957e-01
#> 22 4.272051e-07 -1.826435e-01
#> 23 0.000000e+00 0.000000e+00
#> 24 8.476826e-07 -3.175589e-01
#> 25 1.883739e-07 -1.314106e-01
#> 26 0.000000e+00 -1.202013e-01
#> 27 1.695365e-06 -1.853357e-01
#> 28 0.000000e+00 0.000000e+00
#> 29 0.000000e+00 0.000000e+00
#> 30 -5.382112e-08 -3.957012e-02
#> 31 -6.458534e-07 -4.842383e-02
#> 32 -1.614633e-07 -4.934797e-02
#> 33 0.000000e+00 0.000000e+00
#> 34 0.000000e+00 -2.184892e-01
#> 35 -5.382112e-08 -6.363144e-02
#> 36 -1.291707e-06 -7.207256e-02
#> 37 8.073167e-07 -1.351009e-01
#> 38 -4.305689e-07 -8.598165e-02
#> 39 0.000000e+00 0.000000e+00
#> 40 1.715548e-06 -2.946346e-01
#> 41 1.708820e-06 -2.750302e-01
#> 42 8.544102e-07 -6.857846e-02
#> 43 0.000000e+00 0.000000e+00
#> 44 0.000000e+00 0.000000e+00
#> 45 2.152845e-07 -1.947552e-02
#> 46 2.152845e-07 -2.184884e-01
#> 47 -1.614633e-07 -7.675143e-02
#> 48 6.862192e-06 -2.383302e-01
#> 49 -2.152845e-07 -9.160010e-02
#> 50 0.000000e+00 0.000000e+00
#> 51 0.000000e+00 0.000000e+00
#> 52 4.036584e-07 -6.875044e-02
#> 53 1.883739e-07 -1.160629e-01
#> 54 8.544102e-07 -1.891212e-01
#> 55 0.000000e+00 0.000000e+00
#> 56 3.767478e-07 5.704189e-06
#> 57 2.018292e-07 -1.729344e-01
#> 58 3.336909e-06 -2.550566e-01
#> 59 4.171136e-07 -1.729368e-01
#> 60 8.476826e-07 -2.523196e-01
#> 61 1.883739e-07 -1.829849e-01
#> 62 1.883739e-07 -1.729336e-01
#> 63 0.000000e+00 0.000000e+00
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 -1.202015e-01
#> 66 3.336909e-06 -1.824018e-01
#> 67 0.000000e+00 0.000000e+00
#> 68 4.238413e-07 -1.891188e-01
#> 69 0.000000e+00 0.000000e+00
#> 70 0.000000e+00 0.000000e+00
#> 71 1.614633e-07 -7.329113e-06
#> 72 3.767478e-07 -7.209254e-02
#> 73 0.000000e+00 0.000000e+00
#> 74 8.544102e-07 -2.027015e-01
#> 75 0.000000e+00 0.000000e+00
#> 76 -6.458534e-07 -1.919739e-01
#> 77 -5.382112e-08 -2.726434e-02
#> 78 0.000000e+00 0.000000e+00
#> 79 7.534956e-07 -7.804617e-02
#> 80 3.437824e-06 -1.962132e-01
#> 81 0.000000e+00 0.000000e+00
#> 82 3.229267e-07 -1.686398e-01
#> 83 2.152845e-07 -1.160574e-01
#> 84 1.076422e-07 -1.305913e-01
#> 85 3.767478e-07 -1.305934e-01
#> 86 1.715548e-06 -3.046656e-01
#> 87 2.085568e-07 -1.891187e-01
#> 88 0.000000e+00 0.000000e+00
#> 89 -3.767478e-07 -9.511926e-02
#> 90 0.000000e+00 0.000000e+00
#> 91 1.708820e-06 -2.371884e-01
#> 92 8.476826e-07 -2.523196e-01
#> 93 0.000000e+00 0.000000e+00
#> 94 5.382112e-08 -2.400336e-02
#> 95 3.417641e-06 -2.588521e-01
#> 96 0.000000e+00 0.000000e+00
#> 97 0.000000e+00 -9.747207e-02
#> 98 1.695365e-06 -1.993928e-01
#> 99 8.073167e-08 -6.740640e-02
#> 100 1.506991e-06 -7.209028e-02
#>
#> $mc_CIs_and_quantiles
#> node expected_value 0.025_CI
#> 1 Guidance.Docs.for.Salt.Management 1.000000e+00 1.000000e+00
#> 2 Public.Education.Programs 6.708020e-03 5.277867e-07
#> 3 Salts.Added.during.Water.Treatment 3.546662e-07 5.288203e-08
#> 4 Salts.Added.by.Winter.Maintenance.Activities -1.221578e-01 -1.447032e-01
#> 5 Ecosystem.Health 6.562354e-02 5.126582e-02
#> 6 Public.Awareness.of.Reservoir.Salinization 5.390131e-07 3.586261e-07
#> 7 Salinization.of.the.Reservoir -1.098303e-01 -1.308960e-01
#> 0.975_CI min 0.25_quantile median 0.75_quantile
#> 1 1.000000e+00 1.000000e+00 1.0000000 1.000000e+00 1.000000e+00
#> 2 1.529442e-02 -1.291707e-06 0.0000000 1.749186e-07 8.375911e-07
#> 3 6.313833e-07 -7.139424e-06 0.0000000 6.727640e-09 4.246822e-07
#> 4 -9.952035e-02 -3.032015e-01 -0.2504157 -9.747256e-02 0.000000e+00
#> 5 7.922928e-02 -1.291707e-06 0.0000000 3.766192e-02 1.246664e-01
#> 6 7.715787e-07 -1.291707e-06 0.0000000 9.418695e-08 7.669509e-07
#> 7 -9.074160e-02 -3.601117e-01 -0.1891189 -9.335968e-02 0.000000e+00
#> max
#> 1 1.000000e+00
#> 2 2.184875e-01
#> 3 6.862192e-06
#> 4 3.767478e-07
#> 5 2.785120e-01
#> 6 6.862192e-06
#> 7 5.704189e-06
#>
ex_ivfn_fcmconfr <- fcmconfr(
adj_matrices = sample_fcms$simple_fcms$ivfn_fcms,
# adj_matrices = group_ivfn_fcms,
# Aggregation and Monte Carlo Sampling
agg_function = 'mean',
num_mc_fcms = 10L,
# Simulation
initial_state_vector = c(1, 1, 1, 1, 1, 1, 1),
clamping_vector = c(1, 0, 0, 0, 0, 0, 0),
activation = 'rescale',
squashing = 'sigmoid',
lambda = 1.0,
point_of_inference = "final",
max_iter = 100L,
min_error = 1e-05,
# Inference Estimation (bootstrap)
ci_centering_function = "mean",
confidence_interval = 0.95,
num_ci_bootstraps = 10L,
# Runtime Options
show_progress = TRUE,
parallel = FALSE,
n_cores = 1L,
# Additional Options
run_agg_calcs = TRUE,
run_mc_calcs = TRUE,
run_ci_calcs = TRUE,
include_zeroes_in_sampling = TRUE,
include_sims_in_output = TRUE
)
#> [1] Simulating Input FCMs
#>
#> [1] Running Simulations
#> [1] Sampling from column vectors
#> Sampling from column vectors[1] Constructing monte carlo fcms from samples
#> Constructing monte carlo fcms from samples
#> [1] Running Simulations
#> [1] Performing bootstrap simulations
#> [1] Done
get_fcmconfr_inferences(ex_ivfn_fcmconfr, analysis = c("individual"))
#> $individual_inferences
#> $individual_inferences$ivfn_df
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 adj_matrix_1 1, 1
#> 2 adj_matrix_2 1, 1
#> 3 adj_matrix_3 1, 1
#> 4 adj_matrix_4 1, 1
#> 5 adj_matrix_5 1, 1
#> 6 adj_matrix_6 1, 1
#> 7 adj_matrix_7 1, 1
#> 8 adj_matrix_8 1, 1
#> 9 adj_matrix_9 1, 1
#> 10 adj_matrix_10 1, 1
#> 11 adj_matrix_11 1, 1
#> 12 adj_matrix_12 1, 1
#> 13 adj_matrix_13 1, 1
#> 14 adj_matrix_14 1, 1
#> 15 adj_matrix_15 1, 1
#> 16 adj_matrix_16 1, 1
#> 17 adj_matrix_17 1, 1
#> 18 adj_matrix_18 1, 1
#> 19 adj_matrix_19 1, 1
#> 20 adj_matrix_20 1, 1
#> 21 adj_matrix_21 1, 1
#> 22 adj_matrix_22 1, 1
#> 23 adj_matrix_23 1, 1
#> 24 adj_matrix_24 1, 1
#> 25 adj_matrix_25 1, 1
#> 26 adj_matrix_26 1, 1
#> 27 adj_matrix_27 1, 1
#> 28 adj_matrix_28 1, 1
#> 29 adj_matrix_29 1, 1
#> 30 adj_matrix_30 1, 1
#> Public.Education.Programs Salts.Added.during.Water.Treatment
#> 1 4.171136e-07, 4.171136e-07 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07 -7.287071e-06, -2.716813e-07
#> 3 1.70882e-06, 1.70882e-06 1.70882e-06, 1.70882e-06
#> 4 -1.076422e-07, -1.076422e-07 -1.076422e-07, -1.076422e-07
#> 5 4.036584e-07, 4.036584e-07 4.036584e-07, 4.036584e-07
#> 6 0, 0 0, 0
#> 7 0, 0 0, 0
#> 8 0, 0 0, 0
#> 9 0, 0 0, 0
#> 10 2.085568e-07, 2.085568e-07 2.085568e-07, 2.085568e-07
#> 11 6.458534e-07, 6.458534e-07 6.458534e-07, 6.458534e-07
#> 12 2.085568e-07, 2.085568e-07 2.085568e-07, 2.085568e-07
#> 13 -8.57774e-07, -8.57774e-07 -8.57774e-07, -8.57774e-07
#> 14 1.695365e-06, 1.695365e-06 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07 1.614633e-07, 1.614633e-07
#> 16 0.04966353, 0.32487741 -2.152845e-07, -2.152845e-07
#> 17 -6.458534e-07, -6.458534e-07 -6.458534e-07, -6.458534e-07
#> 18 0, 0 0, 0
#> 19 0, 0 0, 0
#> 20 0, 0 0, 0
#> 21 3.767478e-07, 3.767478e-07 3.767478e-07, 3.767478e-07
#> 22 8.476826e-07, 8.476826e-07 8.476826e-07, 8.476826e-07
#> 23 0, 0 0, 0
#> 24 5.382112e-08, 5.382112e-08 5.382112e-08, 5.382112e-08
#> 25 0, 0 0, 0
#> 26 0, 0 0, 0
#> 27 0, 0 0, 0
#> 28 8.476826e-07, 8.476826e-07 8.476826e-07, 8.476826e-07
#> 29 0, 0 0, 0
#> 30 0, 0 0, 0
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01, 1.263065e-06 0.06469253, 0.17227483
#> 2 -0.3439474, -0.1419764 0.06108397, 0.14559866
#> 3 -2.785162e-01, 2.126505e-06 0.08060473, 0.20768978
#> 4 -3.031966e-01, 3.501569e-06 0.02783340, 0.07845669
#> 5 -0.3439468, -0.1627196 0.05339747, 0.14519200
#> 6 -4.509185e-07, 4.509185e-07 -1.650893e-05, 1.650893e-05
#> 7 0, 0 -2.326245e-05, 2.326245e-05
#> 8 0, 0 -3.672809e-06, 3.672809e-06
#> 9 0, 0 0.03741838, 0.12038236
#> 10 -0.34394685, -0.09747165 0.06506459, 0.12608345
#> 11 -0.3439454, -0.1823867 -2.289465e-05, 3.765054e-02
#> 12 -0.3439471, -0.1246364 0.07565469, 0.15926995
#> 13 -2.504168e-01, 1.783381e-05 0.01310921, 0.04349949
#> 14 -0.34394690, -0.09747073 0.1754727, 0.3854074
#> 15 -0.3439467, -0.1419752 0.01306651, 0.11380505
#> 16 -2.152845e-07, -2.152845e-07 -6.760308e-07, 1.168798e-01
#> 17 -2.184896e-01, 7.509039e-06 -2.824574e-05, 4.300210e-02
#> 18 0, 0 -1.668145e-05, 1.668145e-05
#> 19 -2.785142e-01, 1.654658e-06 0.03608334, 0.08867611
#> 20 -9.886287e-07, 9.886287e-07 -1.281902e-05, 1.281902e-05
#> 21 -2.504168e-01, 4.355196e-06 0.00397327, 0.03586478
#> 22 -0.3439477, -0.1823909 0.01471456, 0.12700531
#> 23 0, 0 0.09154776, 0.17251847
#> 24 -3.031964e-01, 1.042238e-06 0.05405402, 0.10574555
#> 25 0, 0 -8.449817e-06, 8.449817e-06
#> 26 0, 0 0, 0
#> 27 0, 0 -2.136079e-05, 2.136079e-05
#> 28 -0.3439469, -0.1627198 0.1111561, 0.2427314
#> 29 0, 0 -1.648369e-05, 1.648369e-05
#> 30 -8.650037e-07, 8.650037e-07 -1.613378e-05, 1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07, 4.171136e-07 -0.32787900, -0.04609143
#> 2 4.238413e-07, 4.238413e-07 -0.21367455, -0.09485554
#> 3 1.70882e-06, 1.70882e-06 -0.37253859, -0.09629834
#> 4 -1.076422e-07, -1.076422e-07 -0.13685759, -0.02269413
#> 5 4.036584e-07, 4.036584e-07 -0.22074222, -0.08687954
#> 6 0, 0 -2.103436e-06, 2.103436e-06
#> 7 0, 0 -6.586473e-06, 6.586473e-06
#> 8 0, 0 -8.743405e-07, 8.743405e-07
#> 9 0, 0 -2.504205e-01, 7.038508e-06
#> 10 2.085568e-07, 2.085568e-07 -0.19786251, -0.06545225
#> 11 6.458534e-07, 6.458534e-07 -1.260312e-01, 1.466273e-05
#> 12 2.085568e-07, 2.085568e-07 -0.2076103, -0.1338848
#> 13 -8.57774e-07, -8.57774e-07 -8.748446e-02, 4.087751e-05
#> 14 1.695365e-06, 1.695365e-06 -0.19785836, -0.07604704
#> 15 1.614633e-07, 1.614633e-07 -0.2136648, -0.0482797
#> 16 -2.152845e-07, -2.152845e-07 -3.032049e-01, 9.271562e-06
#> 17 -6.458534e-07, -6.458534e-07 -0.1059742, -0.0380653
#> 18 0, 0 -8.926425e-07, 8.926425e-07
#> 19 0, 0 -0.13273925, -0.04842825
#> 20 0, 0 -5.043371e-06, 5.043371e-06
#> 21 -2.395658e-02, 1.746007e-05 -7.999894e-02, 1.066973e-05
#> 22 8.476826e-07, 8.476826e-07 -0.22729144, -0.06758692
#> 23 0, 0 -0.3248824, -0.0496664
#> 24 5.382112e-08, 5.382112e-08 -0.14333141, -0.07466872
#> 25 0, 0 -1.50192e-06, 1.50192e-06
#> 26 0, 0 -2.008037e-05, 2.008037e-05
#> 27 0, 0 -2.783859e-06, 2.783859e-06
#> 28 8.476826e-07, 8.476826e-07 -0.4112664, -0.1635199
#> 29 0, 0 -5.991399e-06, 5.991399e-06
#> 30 0, 0 -3.572937e-06, 3.572937e-06
#>
#> $individual_inferences$lower_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 -1.076422e-07
#> 5 adj_matrix_5 1 4.036584e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 6.458534e-07
#> 12 adj_matrix_12 1 2.085568e-07
#> 13 adj_matrix_13 1 -8.577740e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 4.966353e-02
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 8.476826e-07
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 5.382112e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -7.287071e-06
#> 3 1.708820e-06
#> 4 -1.076422e-07
#> 5 4.036584e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 6.458534e-07
#> 12 2.085568e-07
#> 13 -8.577740e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 -2.152845e-07
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 8.476826e-07
#> 23 0.000000e+00
#> 24 5.382112e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01 6.469253e-02
#> 2 -3.439474e-01 6.108397e-02
#> 3 -2.785162e-01 8.060473e-02
#> 4 -3.031966e-01 2.783340e-02
#> 5 -3.439468e-01 5.339747e-02
#> 6 -4.509185e-07 -1.650893e-05
#> 7 0.000000e+00 -2.326245e-05
#> 8 0.000000e+00 -3.672809e-06
#> 9 0.000000e+00 3.741838e-02
#> 10 -3.439468e-01 6.506459e-02
#> 11 -3.439454e-01 -2.289465e-05
#> 12 -3.439471e-01 7.565469e-02
#> 13 -2.504168e-01 1.310921e-02
#> 14 -3.439469e-01 1.754727e-01
#> 15 -3.439467e-01 1.306651e-02
#> 16 -2.152845e-07 -6.760308e-07
#> 17 -2.184896e-01 -2.824574e-05
#> 18 0.000000e+00 -1.668145e-05
#> 19 -2.785142e-01 3.608334e-02
#> 20 -9.886287e-07 -1.281902e-05
#> 21 -2.504168e-01 3.973270e-03
#> 22 -3.439477e-01 1.471456e-02
#> 23 0.000000e+00 9.154776e-02
#> 24 -3.031964e-01 5.405402e-02
#> 25 0.000000e+00 -8.449817e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 -2.136079e-05
#> 28 -3.439469e-01 1.111561e-01
#> 29 0.000000e+00 -1.648369e-05
#> 30 -8.650037e-07 -1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -3.278790e-01
#> 2 4.238413e-07 -2.136746e-01
#> 3 1.708820e-06 -3.725386e-01
#> 4 -1.076422e-07 -1.368576e-01
#> 5 4.036584e-07 -2.207422e-01
#> 6 0.000000e+00 -2.103436e-06
#> 7 0.000000e+00 -6.586473e-06
#> 8 0.000000e+00 -8.743405e-07
#> 9 0.000000e+00 -2.504205e-01
#> 10 2.085568e-07 -1.978625e-01
#> 11 6.458534e-07 -1.260312e-01
#> 12 2.085568e-07 -2.076103e-01
#> 13 -8.577740e-07 -8.748446e-02
#> 14 1.695365e-06 -1.978584e-01
#> 15 1.614633e-07 -2.136648e-01
#> 16 -2.152845e-07 -3.032049e-01
#> 17 -6.458534e-07 -1.059742e-01
#> 18 0.000000e+00 -8.926425e-07
#> 19 0.000000e+00 -1.327392e-01
#> 20 0.000000e+00 -5.043371e-06
#> 21 -2.395658e-02 -7.999894e-02
#> 22 8.476826e-07 -2.272914e-01
#> 23 0.000000e+00 -3.248824e-01
#> 24 5.382112e-08 -1.433314e-01
#> 25 0.000000e+00 -1.501920e-06
#> 26 0.000000e+00 -2.008037e-05
#> 27 0.000000e+00 -2.783859e-06
#> 28 8.476826e-07 -4.112664e-01
#> 29 0.000000e+00 -5.991399e-06
#> 30 0.000000e+00 -3.572937e-06
#>
#> $individual_inferences$upper_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 -1.076422e-07
#> 5 adj_matrix_5 1 4.036584e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 6.458534e-07
#> 12 adj_matrix_12 1 2.085568e-07
#> 13 adj_matrix_13 1 -8.577740e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 3.248774e-01
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 8.476826e-07
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 5.382112e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -2.716813e-07
#> 3 1.708820e-06
#> 4 -1.076422e-07
#> 5 4.036584e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 6.458534e-07
#> 12 2.085568e-07
#> 13 -8.577740e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 -2.152845e-07
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 8.476826e-07
#> 23 0.000000e+00
#> 24 5.382112e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 1.263065e-06 1.722748e-01
#> 2 -1.419764e-01 1.455987e-01
#> 3 2.126505e-06 2.076898e-01
#> 4 3.501569e-06 7.845669e-02
#> 5 -1.627196e-01 1.451920e-01
#> 6 4.509185e-07 1.650893e-05
#> 7 0.000000e+00 2.326245e-05
#> 8 0.000000e+00 3.672809e-06
#> 9 0.000000e+00 1.203824e-01
#> 10 -9.747165e-02 1.260835e-01
#> 11 -1.823867e-01 3.765054e-02
#> 12 -1.246364e-01 1.592699e-01
#> 13 1.783381e-05 4.349949e-02
#> 14 -9.747073e-02 3.854074e-01
#> 15 -1.419752e-01 1.138050e-01
#> 16 -2.152845e-07 1.168798e-01
#> 17 7.509039e-06 4.300210e-02
#> 18 0.000000e+00 1.668145e-05
#> 19 1.654658e-06 8.867611e-02
#> 20 9.886287e-07 1.281902e-05
#> 21 4.355196e-06 3.586478e-02
#> 22 -1.823909e-01 1.270053e-01
#> 23 0.000000e+00 1.725185e-01
#> 24 1.042238e-06 1.057456e-01
#> 25 0.000000e+00 8.449817e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 2.136079e-05
#> 28 -1.627198e-01 2.427314e-01
#> 29 0.000000e+00 1.648369e-05
#> 30 8.650037e-07 1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -4.609143e-02
#> 2 4.238413e-07 -9.485554e-02
#> 3 1.708820e-06 -9.629834e-02
#> 4 -1.076422e-07 -2.269413e-02
#> 5 4.036584e-07 -8.687954e-02
#> 6 0.000000e+00 2.103436e-06
#> 7 0.000000e+00 6.586473e-06
#> 8 0.000000e+00 8.743405e-07
#> 9 0.000000e+00 7.038508e-06
#> 10 2.085568e-07 -6.545225e-02
#> 11 6.458534e-07 1.466273e-05
#> 12 2.085568e-07 -1.338848e-01
#> 13 -8.577740e-07 4.087751e-05
#> 14 1.695365e-06 -7.604704e-02
#> 15 1.614633e-07 -4.827970e-02
#> 16 -2.152845e-07 9.271562e-06
#> 17 -6.458534e-07 -3.806530e-02
#> 18 0.000000e+00 8.926425e-07
#> 19 0.000000e+00 -4.842825e-02
#> 20 0.000000e+00 5.043371e-06
#> 21 1.746007e-05 1.066973e-05
#> 22 8.476826e-07 -6.758692e-02
#> 23 0.000000e+00 -4.966640e-02
#> 24 5.382112e-08 -7.466872e-02
#> 25 0.000000e+00 1.501920e-06
#> 26 0.000000e+00 2.008037e-05
#> 27 0.000000e+00 2.783859e-06
#> 28 8.476826e-07 -1.635199e-01
#> 29 0.000000e+00 5.991399e-06
#> 30 0.000000e+00 3.572937e-06
#>
#>
get_fcmconfr_inferences(ex_ivfn_fcmconfr, analysis = c("individual", "aggregate"))
#> $individual_inferences
#> $individual_inferences$ivfn_df
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 adj_matrix_1 1, 1
#> 2 adj_matrix_2 1, 1
#> 3 adj_matrix_3 1, 1
#> 4 adj_matrix_4 1, 1
#> 5 adj_matrix_5 1, 1
#> 6 adj_matrix_6 1, 1
#> 7 adj_matrix_7 1, 1
#> 8 adj_matrix_8 1, 1
#> 9 adj_matrix_9 1, 1
#> 10 adj_matrix_10 1, 1
#> 11 adj_matrix_11 1, 1
#> 12 adj_matrix_12 1, 1
#> 13 adj_matrix_13 1, 1
#> 14 adj_matrix_14 1, 1
#> 15 adj_matrix_15 1, 1
#> 16 adj_matrix_16 1, 1
#> 17 adj_matrix_17 1, 1
#> 18 adj_matrix_18 1, 1
#> 19 adj_matrix_19 1, 1
#> 20 adj_matrix_20 1, 1
#> 21 adj_matrix_21 1, 1
#> 22 adj_matrix_22 1, 1
#> 23 adj_matrix_23 1, 1
#> 24 adj_matrix_24 1, 1
#> 25 adj_matrix_25 1, 1
#> 26 adj_matrix_26 1, 1
#> 27 adj_matrix_27 1, 1
#> 28 adj_matrix_28 1, 1
#> 29 adj_matrix_29 1, 1
#> 30 adj_matrix_30 1, 1
#> Public.Education.Programs Salts.Added.during.Water.Treatment
#> 1 4.171136e-07, 4.171136e-07 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07 -7.287071e-06, -2.716813e-07
#> 3 1.70882e-06, 1.70882e-06 1.70882e-06, 1.70882e-06
#> 4 -1.076422e-07, -1.076422e-07 -1.076422e-07, -1.076422e-07
#> 5 4.036584e-07, 4.036584e-07 4.036584e-07, 4.036584e-07
#> 6 0, 0 0, 0
#> 7 0, 0 0, 0
#> 8 0, 0 0, 0
#> 9 0, 0 0, 0
#> 10 2.085568e-07, 2.085568e-07 2.085568e-07, 2.085568e-07
#> 11 6.458534e-07, 6.458534e-07 6.458534e-07, 6.458534e-07
#> 12 2.085568e-07, 2.085568e-07 2.085568e-07, 2.085568e-07
#> 13 -8.57774e-07, -8.57774e-07 -8.57774e-07, -8.57774e-07
#> 14 1.695365e-06, 1.695365e-06 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07 1.614633e-07, 1.614633e-07
#> 16 0.04966353, 0.32487741 -2.152845e-07, -2.152845e-07
#> 17 -6.458534e-07, -6.458534e-07 -6.458534e-07, -6.458534e-07
#> 18 0, 0 0, 0
#> 19 0, 0 0, 0
#> 20 0, 0 0, 0
#> 21 3.767478e-07, 3.767478e-07 3.767478e-07, 3.767478e-07
#> 22 8.476826e-07, 8.476826e-07 8.476826e-07, 8.476826e-07
#> 23 0, 0 0, 0
#> 24 5.382112e-08, 5.382112e-08 5.382112e-08, 5.382112e-08
#> 25 0, 0 0, 0
#> 26 0, 0 0, 0
#> 27 0, 0 0, 0
#> 28 8.476826e-07, 8.476826e-07 8.476826e-07, 8.476826e-07
#> 29 0, 0 0, 0
#> 30 0, 0 0, 0
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01, 1.263065e-06 0.06469253, 0.17227483
#> 2 -0.3439474, -0.1419764 0.06108397, 0.14559866
#> 3 -2.785162e-01, 2.126505e-06 0.08060473, 0.20768978
#> 4 -3.031966e-01, 3.501569e-06 0.02783340, 0.07845669
#> 5 -0.3439468, -0.1627196 0.05339747, 0.14519200
#> 6 -4.509185e-07, 4.509185e-07 -1.650893e-05, 1.650893e-05
#> 7 0, 0 -2.326245e-05, 2.326245e-05
#> 8 0, 0 -3.672809e-06, 3.672809e-06
#> 9 0, 0 0.03741838, 0.12038236
#> 10 -0.34394685, -0.09747165 0.06506459, 0.12608345
#> 11 -0.3439454, -0.1823867 -2.289465e-05, 3.765054e-02
#> 12 -0.3439471, -0.1246364 0.07565469, 0.15926995
#> 13 -2.504168e-01, 1.783381e-05 0.01310921, 0.04349949
#> 14 -0.34394690, -0.09747073 0.1754727, 0.3854074
#> 15 -0.3439467, -0.1419752 0.01306651, 0.11380505
#> 16 -2.152845e-07, -2.152845e-07 -6.760308e-07, 1.168798e-01
#> 17 -2.184896e-01, 7.509039e-06 -2.824574e-05, 4.300210e-02
#> 18 0, 0 -1.668145e-05, 1.668145e-05
#> 19 -2.785142e-01, 1.654658e-06 0.03608334, 0.08867611
#> 20 -9.886287e-07, 9.886287e-07 -1.281902e-05, 1.281902e-05
#> 21 -2.504168e-01, 4.355196e-06 0.00397327, 0.03586478
#> 22 -0.3439477, -0.1823909 0.01471456, 0.12700531
#> 23 0, 0 0.09154776, 0.17251847
#> 24 -3.031964e-01, 1.042238e-06 0.05405402, 0.10574555
#> 25 0, 0 -8.449817e-06, 8.449817e-06
#> 26 0, 0 0, 0
#> 27 0, 0 -2.136079e-05, 2.136079e-05
#> 28 -0.3439469, -0.1627198 0.1111561, 0.2427314
#> 29 0, 0 -1.648369e-05, 1.648369e-05
#> 30 -8.650037e-07, 8.650037e-07 -1.613378e-05, 1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07, 4.171136e-07 -0.32787900, -0.04609143
#> 2 4.238413e-07, 4.238413e-07 -0.21367455, -0.09485554
#> 3 1.70882e-06, 1.70882e-06 -0.37253859, -0.09629834
#> 4 -1.076422e-07, -1.076422e-07 -0.13685759, -0.02269413
#> 5 4.036584e-07, 4.036584e-07 -0.22074222, -0.08687954
#> 6 0, 0 -2.103436e-06, 2.103436e-06
#> 7 0, 0 -6.586473e-06, 6.586473e-06
#> 8 0, 0 -8.743405e-07, 8.743405e-07
#> 9 0, 0 -2.504205e-01, 7.038508e-06
#> 10 2.085568e-07, 2.085568e-07 -0.19786251, -0.06545225
#> 11 6.458534e-07, 6.458534e-07 -1.260312e-01, 1.466273e-05
#> 12 2.085568e-07, 2.085568e-07 -0.2076103, -0.1338848
#> 13 -8.57774e-07, -8.57774e-07 -8.748446e-02, 4.087751e-05
#> 14 1.695365e-06, 1.695365e-06 -0.19785836, -0.07604704
#> 15 1.614633e-07, 1.614633e-07 -0.2136648, -0.0482797
#> 16 -2.152845e-07, -2.152845e-07 -3.032049e-01, 9.271562e-06
#> 17 -6.458534e-07, -6.458534e-07 -0.1059742, -0.0380653
#> 18 0, 0 -8.926425e-07, 8.926425e-07
#> 19 0, 0 -0.13273925, -0.04842825
#> 20 0, 0 -5.043371e-06, 5.043371e-06
#> 21 -2.395658e-02, 1.746007e-05 -7.999894e-02, 1.066973e-05
#> 22 8.476826e-07, 8.476826e-07 -0.22729144, -0.06758692
#> 23 0, 0 -0.3248824, -0.0496664
#> 24 5.382112e-08, 5.382112e-08 -0.14333141, -0.07466872
#> 25 0, 0 -1.50192e-06, 1.50192e-06
#> 26 0, 0 -2.008037e-05, 2.008037e-05
#> 27 0, 0 -2.783859e-06, 2.783859e-06
#> 28 8.476826e-07, 8.476826e-07 -0.4112664, -0.1635199
#> 29 0, 0 -5.991399e-06, 5.991399e-06
#> 30 0, 0 -3.572937e-06, 3.572937e-06
#>
#> $individual_inferences$lower_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 -1.076422e-07
#> 5 adj_matrix_5 1 4.036584e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 6.458534e-07
#> 12 adj_matrix_12 1 2.085568e-07
#> 13 adj_matrix_13 1 -8.577740e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 4.966353e-02
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 8.476826e-07
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 5.382112e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -7.287071e-06
#> 3 1.708820e-06
#> 4 -1.076422e-07
#> 5 4.036584e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 6.458534e-07
#> 12 2.085568e-07
#> 13 -8.577740e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 -2.152845e-07
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 8.476826e-07
#> 23 0.000000e+00
#> 24 5.382112e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01 6.469253e-02
#> 2 -3.439474e-01 6.108397e-02
#> 3 -2.785162e-01 8.060473e-02
#> 4 -3.031966e-01 2.783340e-02
#> 5 -3.439468e-01 5.339747e-02
#> 6 -4.509185e-07 -1.650893e-05
#> 7 0.000000e+00 -2.326245e-05
#> 8 0.000000e+00 -3.672809e-06
#> 9 0.000000e+00 3.741838e-02
#> 10 -3.439468e-01 6.506459e-02
#> 11 -3.439454e-01 -2.289465e-05
#> 12 -3.439471e-01 7.565469e-02
#> 13 -2.504168e-01 1.310921e-02
#> 14 -3.439469e-01 1.754727e-01
#> 15 -3.439467e-01 1.306651e-02
#> 16 -2.152845e-07 -6.760308e-07
#> 17 -2.184896e-01 -2.824574e-05
#> 18 0.000000e+00 -1.668145e-05
#> 19 -2.785142e-01 3.608334e-02
#> 20 -9.886287e-07 -1.281902e-05
#> 21 -2.504168e-01 3.973270e-03
#> 22 -3.439477e-01 1.471456e-02
#> 23 0.000000e+00 9.154776e-02
#> 24 -3.031964e-01 5.405402e-02
#> 25 0.000000e+00 -8.449817e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 -2.136079e-05
#> 28 -3.439469e-01 1.111561e-01
#> 29 0.000000e+00 -1.648369e-05
#> 30 -8.650037e-07 -1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -3.278790e-01
#> 2 4.238413e-07 -2.136746e-01
#> 3 1.708820e-06 -3.725386e-01
#> 4 -1.076422e-07 -1.368576e-01
#> 5 4.036584e-07 -2.207422e-01
#> 6 0.000000e+00 -2.103436e-06
#> 7 0.000000e+00 -6.586473e-06
#> 8 0.000000e+00 -8.743405e-07
#> 9 0.000000e+00 -2.504205e-01
#> 10 2.085568e-07 -1.978625e-01
#> 11 6.458534e-07 -1.260312e-01
#> 12 2.085568e-07 -2.076103e-01
#> 13 -8.577740e-07 -8.748446e-02
#> 14 1.695365e-06 -1.978584e-01
#> 15 1.614633e-07 -2.136648e-01
#> 16 -2.152845e-07 -3.032049e-01
#> 17 -6.458534e-07 -1.059742e-01
#> 18 0.000000e+00 -8.926425e-07
#> 19 0.000000e+00 -1.327392e-01
#> 20 0.000000e+00 -5.043371e-06
#> 21 -2.395658e-02 -7.999894e-02
#> 22 8.476826e-07 -2.272914e-01
#> 23 0.000000e+00 -3.248824e-01
#> 24 5.382112e-08 -1.433314e-01
#> 25 0.000000e+00 -1.501920e-06
#> 26 0.000000e+00 -2.008037e-05
#> 27 0.000000e+00 -2.783859e-06
#> 28 8.476826e-07 -4.112664e-01
#> 29 0.000000e+00 -5.991399e-06
#> 30 0.000000e+00 -3.572937e-06
#>
#> $individual_inferences$upper_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 -1.076422e-07
#> 5 adj_matrix_5 1 4.036584e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 6.458534e-07
#> 12 adj_matrix_12 1 2.085568e-07
#> 13 adj_matrix_13 1 -8.577740e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 3.248774e-01
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 8.476826e-07
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 5.382112e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -2.716813e-07
#> 3 1.708820e-06
#> 4 -1.076422e-07
#> 5 4.036584e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 6.458534e-07
#> 12 2.085568e-07
#> 13 -8.577740e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 -2.152845e-07
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 8.476826e-07
#> 23 0.000000e+00
#> 24 5.382112e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 1.263065e-06 1.722748e-01
#> 2 -1.419764e-01 1.455987e-01
#> 3 2.126505e-06 2.076898e-01
#> 4 3.501569e-06 7.845669e-02
#> 5 -1.627196e-01 1.451920e-01
#> 6 4.509185e-07 1.650893e-05
#> 7 0.000000e+00 2.326245e-05
#> 8 0.000000e+00 3.672809e-06
#> 9 0.000000e+00 1.203824e-01
#> 10 -9.747165e-02 1.260835e-01
#> 11 -1.823867e-01 3.765054e-02
#> 12 -1.246364e-01 1.592699e-01
#> 13 1.783381e-05 4.349949e-02
#> 14 -9.747073e-02 3.854074e-01
#> 15 -1.419752e-01 1.138050e-01
#> 16 -2.152845e-07 1.168798e-01
#> 17 7.509039e-06 4.300210e-02
#> 18 0.000000e+00 1.668145e-05
#> 19 1.654658e-06 8.867611e-02
#> 20 9.886287e-07 1.281902e-05
#> 21 4.355196e-06 3.586478e-02
#> 22 -1.823909e-01 1.270053e-01
#> 23 0.000000e+00 1.725185e-01
#> 24 1.042238e-06 1.057456e-01
#> 25 0.000000e+00 8.449817e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 2.136079e-05
#> 28 -1.627198e-01 2.427314e-01
#> 29 0.000000e+00 1.648369e-05
#> 30 8.650037e-07 1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -4.609143e-02
#> 2 4.238413e-07 -9.485554e-02
#> 3 1.708820e-06 -9.629834e-02
#> 4 -1.076422e-07 -2.269413e-02
#> 5 4.036584e-07 -8.687954e-02
#> 6 0.000000e+00 2.103436e-06
#> 7 0.000000e+00 6.586473e-06
#> 8 0.000000e+00 8.743405e-07
#> 9 0.000000e+00 7.038508e-06
#> 10 2.085568e-07 -6.545225e-02
#> 11 6.458534e-07 1.466273e-05
#> 12 2.085568e-07 -1.338848e-01
#> 13 -8.577740e-07 4.087751e-05
#> 14 1.695365e-06 -7.604704e-02
#> 15 1.614633e-07 -4.827970e-02
#> 16 -2.152845e-07 9.271562e-06
#> 17 -6.458534e-07 -3.806530e-02
#> 18 0.000000e+00 8.926425e-07
#> 19 0.000000e+00 -4.842825e-02
#> 20 0.000000e+00 5.043371e-06
#> 21 1.746007e-05 1.066973e-05
#> 22 8.476826e-07 -6.758692e-02
#> 23 0.000000e+00 -4.966640e-02
#> 24 5.382112e-08 -7.466872e-02
#> 25 0.000000e+00 1.501920e-06
#> 26 0.000000e+00 2.008037e-05
#> 27 0.000000e+00 2.783859e-06
#> 28 8.476826e-07 -1.635199e-01
#> 29 0.000000e+00 5.991399e-06
#> 30 0.000000e+00 3.572937e-06
#>
#>
#> $aggregate_inferences
#> node
#> Guidance.Docs.for.Salt.Management Guidance.Docs.for.Salt.Management
#> Public.Education.Programs Public.Education.Programs
#> Salts.Added.during.Water.Treatment Salts.Added.during.Water.Treatment
#> Salts.Added.by.Winter.Maintenance.Activities Salts.Added.by.Winter.Maintenance.Activities
#> Ecosystem.Health Ecosystem.Health
#> Public.Awareness.of.Reservoir.Salinization Public.Awareness.of.Reservoir.Salinization
#> Salinization.of.the.Reservoir Salinization.of.the.Reservoir
#> crisp lower
#> Guidance.Docs.for.Salt.Management 1.0000000000 1.0000000000
#> Public.Education.Programs 0.0083289587 0.0016667646
#> Salts.Added.during.Water.Treatment -0.0001386996 -0.0002498283
#> Salts.Added.by.Winter.Maintenance.Activities -0.1292224889 -0.2124023926
#> Ecosystem.Health 0.0725105589 0.0326894180
#> Public.Awareness.of.Reservoir.Salinization -0.0011484375 -0.0022974759
#> Salinization.of.the.Reservoir -0.1148925537 -0.1856959736
#> upper
#> Guidance.Docs.for.Salt.Management 1.000000e+00
#> Public.Education.Programs 1.499115e-02
#> Salts.Added.during.Water.Treatment -2.757085e-05
#> Salts.Added.by.Winter.Maintenance.Activities -4.604259e-02
#> Ecosystem.Health 1.123317e-01
#> Public.Awareness.of.Reservoir.Salinization 6.008910e-07
#> Salinization.of.the.Reservoir -4.408913e-02
#>
get_fcmconfr_inferences(ex_ivfn_fcmconfr, analysis = c("individual", "aggregate", "mc"))
#> $individual_inferences
#> $individual_inferences$ivfn_df
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 adj_matrix_1 1, 1
#> 2 adj_matrix_2 1, 1
#> 3 adj_matrix_3 1, 1
#> 4 adj_matrix_4 1, 1
#> 5 adj_matrix_5 1, 1
#> 6 adj_matrix_6 1, 1
#> 7 adj_matrix_7 1, 1
#> 8 adj_matrix_8 1, 1
#> 9 adj_matrix_9 1, 1
#> 10 adj_matrix_10 1, 1
#> 11 adj_matrix_11 1, 1
#> 12 adj_matrix_12 1, 1
#> 13 adj_matrix_13 1, 1
#> 14 adj_matrix_14 1, 1
#> 15 adj_matrix_15 1, 1
#> 16 adj_matrix_16 1, 1
#> 17 adj_matrix_17 1, 1
#> 18 adj_matrix_18 1, 1
#> 19 adj_matrix_19 1, 1
#> 20 adj_matrix_20 1, 1
#> 21 adj_matrix_21 1, 1
#> 22 adj_matrix_22 1, 1
#> 23 adj_matrix_23 1, 1
#> 24 adj_matrix_24 1, 1
#> 25 adj_matrix_25 1, 1
#> 26 adj_matrix_26 1, 1
#> 27 adj_matrix_27 1, 1
#> 28 adj_matrix_28 1, 1
#> 29 adj_matrix_29 1, 1
#> 30 adj_matrix_30 1, 1
#> Public.Education.Programs Salts.Added.during.Water.Treatment
#> 1 4.171136e-07, 4.171136e-07 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07 -7.287071e-06, -2.716813e-07
#> 3 1.70882e-06, 1.70882e-06 1.70882e-06, 1.70882e-06
#> 4 -1.076422e-07, -1.076422e-07 -1.076422e-07, -1.076422e-07
#> 5 4.036584e-07, 4.036584e-07 4.036584e-07, 4.036584e-07
#> 6 0, 0 0, 0
#> 7 0, 0 0, 0
#> 8 0, 0 0, 0
#> 9 0, 0 0, 0
#> 10 2.085568e-07, 2.085568e-07 2.085568e-07, 2.085568e-07
#> 11 6.458534e-07, 6.458534e-07 6.458534e-07, 6.458534e-07
#> 12 2.085568e-07, 2.085568e-07 2.085568e-07, 2.085568e-07
#> 13 -8.57774e-07, -8.57774e-07 -8.57774e-07, -8.57774e-07
#> 14 1.695365e-06, 1.695365e-06 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07 1.614633e-07, 1.614633e-07
#> 16 0.04966353, 0.32487741 -2.152845e-07, -2.152845e-07
#> 17 -6.458534e-07, -6.458534e-07 -6.458534e-07, -6.458534e-07
#> 18 0, 0 0, 0
#> 19 0, 0 0, 0
#> 20 0, 0 0, 0
#> 21 3.767478e-07, 3.767478e-07 3.767478e-07, 3.767478e-07
#> 22 8.476826e-07, 8.476826e-07 8.476826e-07, 8.476826e-07
#> 23 0, 0 0, 0
#> 24 5.382112e-08, 5.382112e-08 5.382112e-08, 5.382112e-08
#> 25 0, 0 0, 0
#> 26 0, 0 0, 0
#> 27 0, 0 0, 0
#> 28 8.476826e-07, 8.476826e-07 8.476826e-07, 8.476826e-07
#> 29 0, 0 0, 0
#> 30 0, 0 0, 0
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01, 1.263065e-06 0.06469253, 0.17227483
#> 2 -0.3439474, -0.1419764 0.06108397, 0.14559866
#> 3 -2.785162e-01, 2.126505e-06 0.08060473, 0.20768978
#> 4 -3.031966e-01, 3.501569e-06 0.02783340, 0.07845669
#> 5 -0.3439468, -0.1627196 0.05339747, 0.14519200
#> 6 -4.509185e-07, 4.509185e-07 -1.650893e-05, 1.650893e-05
#> 7 0, 0 -2.326245e-05, 2.326245e-05
#> 8 0, 0 -3.672809e-06, 3.672809e-06
#> 9 0, 0 0.03741838, 0.12038236
#> 10 -0.34394685, -0.09747165 0.06506459, 0.12608345
#> 11 -0.3439454, -0.1823867 -2.289465e-05, 3.765054e-02
#> 12 -0.3439471, -0.1246364 0.07565469, 0.15926995
#> 13 -2.504168e-01, 1.783381e-05 0.01310921, 0.04349949
#> 14 -0.34394690, -0.09747073 0.1754727, 0.3854074
#> 15 -0.3439467, -0.1419752 0.01306651, 0.11380505
#> 16 -2.152845e-07, -2.152845e-07 -6.760308e-07, 1.168798e-01
#> 17 -2.184896e-01, 7.509039e-06 -2.824574e-05, 4.300210e-02
#> 18 0, 0 -1.668145e-05, 1.668145e-05
#> 19 -2.785142e-01, 1.654658e-06 0.03608334, 0.08867611
#> 20 -9.886287e-07, 9.886287e-07 -1.281902e-05, 1.281902e-05
#> 21 -2.504168e-01, 4.355196e-06 0.00397327, 0.03586478
#> 22 -0.3439477, -0.1823909 0.01471456, 0.12700531
#> 23 0, 0 0.09154776, 0.17251847
#> 24 -3.031964e-01, 1.042238e-06 0.05405402, 0.10574555
#> 25 0, 0 -8.449817e-06, 8.449817e-06
#> 26 0, 0 0, 0
#> 27 0, 0 -2.136079e-05, 2.136079e-05
#> 28 -0.3439469, -0.1627198 0.1111561, 0.2427314
#> 29 0, 0 -1.648369e-05, 1.648369e-05
#> 30 -8.650037e-07, 8.650037e-07 -1.613378e-05, 1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07, 4.171136e-07 -0.32787900, -0.04609143
#> 2 4.238413e-07, 4.238413e-07 -0.21367455, -0.09485554
#> 3 1.70882e-06, 1.70882e-06 -0.37253859, -0.09629834
#> 4 -1.076422e-07, -1.076422e-07 -0.13685759, -0.02269413
#> 5 4.036584e-07, 4.036584e-07 -0.22074222, -0.08687954
#> 6 0, 0 -2.103436e-06, 2.103436e-06
#> 7 0, 0 -6.586473e-06, 6.586473e-06
#> 8 0, 0 -8.743405e-07, 8.743405e-07
#> 9 0, 0 -2.504205e-01, 7.038508e-06
#> 10 2.085568e-07, 2.085568e-07 -0.19786251, -0.06545225
#> 11 6.458534e-07, 6.458534e-07 -1.260312e-01, 1.466273e-05
#> 12 2.085568e-07, 2.085568e-07 -0.2076103, -0.1338848
#> 13 -8.57774e-07, -8.57774e-07 -8.748446e-02, 4.087751e-05
#> 14 1.695365e-06, 1.695365e-06 -0.19785836, -0.07604704
#> 15 1.614633e-07, 1.614633e-07 -0.2136648, -0.0482797
#> 16 -2.152845e-07, -2.152845e-07 -3.032049e-01, 9.271562e-06
#> 17 -6.458534e-07, -6.458534e-07 -0.1059742, -0.0380653
#> 18 0, 0 -8.926425e-07, 8.926425e-07
#> 19 0, 0 -0.13273925, -0.04842825
#> 20 0, 0 -5.043371e-06, 5.043371e-06
#> 21 -2.395658e-02, 1.746007e-05 -7.999894e-02, 1.066973e-05
#> 22 8.476826e-07, 8.476826e-07 -0.22729144, -0.06758692
#> 23 0, 0 -0.3248824, -0.0496664
#> 24 5.382112e-08, 5.382112e-08 -0.14333141, -0.07466872
#> 25 0, 0 -1.50192e-06, 1.50192e-06
#> 26 0, 0 -2.008037e-05, 2.008037e-05
#> 27 0, 0 -2.783859e-06, 2.783859e-06
#> 28 8.476826e-07, 8.476826e-07 -0.4112664, -0.1635199
#> 29 0, 0 -5.991399e-06, 5.991399e-06
#> 30 0, 0 -3.572937e-06, 3.572937e-06
#>
#> $individual_inferences$lower_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 -1.076422e-07
#> 5 adj_matrix_5 1 4.036584e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 6.458534e-07
#> 12 adj_matrix_12 1 2.085568e-07
#> 13 adj_matrix_13 1 -8.577740e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 4.966353e-02
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 8.476826e-07
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 5.382112e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -7.287071e-06
#> 3 1.708820e-06
#> 4 -1.076422e-07
#> 5 4.036584e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 6.458534e-07
#> 12 2.085568e-07
#> 13 -8.577740e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 -2.152845e-07
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 8.476826e-07
#> 23 0.000000e+00
#> 24 5.382112e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01 6.469253e-02
#> 2 -3.439474e-01 6.108397e-02
#> 3 -2.785162e-01 8.060473e-02
#> 4 -3.031966e-01 2.783340e-02
#> 5 -3.439468e-01 5.339747e-02
#> 6 -4.509185e-07 -1.650893e-05
#> 7 0.000000e+00 -2.326245e-05
#> 8 0.000000e+00 -3.672809e-06
#> 9 0.000000e+00 3.741838e-02
#> 10 -3.439468e-01 6.506459e-02
#> 11 -3.439454e-01 -2.289465e-05
#> 12 -3.439471e-01 7.565469e-02
#> 13 -2.504168e-01 1.310921e-02
#> 14 -3.439469e-01 1.754727e-01
#> 15 -3.439467e-01 1.306651e-02
#> 16 -2.152845e-07 -6.760308e-07
#> 17 -2.184896e-01 -2.824574e-05
#> 18 0.000000e+00 -1.668145e-05
#> 19 -2.785142e-01 3.608334e-02
#> 20 -9.886287e-07 -1.281902e-05
#> 21 -2.504168e-01 3.973270e-03
#> 22 -3.439477e-01 1.471456e-02
#> 23 0.000000e+00 9.154776e-02
#> 24 -3.031964e-01 5.405402e-02
#> 25 0.000000e+00 -8.449817e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 -2.136079e-05
#> 28 -3.439469e-01 1.111561e-01
#> 29 0.000000e+00 -1.648369e-05
#> 30 -8.650037e-07 -1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -3.278790e-01
#> 2 4.238413e-07 -2.136746e-01
#> 3 1.708820e-06 -3.725386e-01
#> 4 -1.076422e-07 -1.368576e-01
#> 5 4.036584e-07 -2.207422e-01
#> 6 0.000000e+00 -2.103436e-06
#> 7 0.000000e+00 -6.586473e-06
#> 8 0.000000e+00 -8.743405e-07
#> 9 0.000000e+00 -2.504205e-01
#> 10 2.085568e-07 -1.978625e-01
#> 11 6.458534e-07 -1.260312e-01
#> 12 2.085568e-07 -2.076103e-01
#> 13 -8.577740e-07 -8.748446e-02
#> 14 1.695365e-06 -1.978584e-01
#> 15 1.614633e-07 -2.136648e-01
#> 16 -2.152845e-07 -3.032049e-01
#> 17 -6.458534e-07 -1.059742e-01
#> 18 0.000000e+00 -8.926425e-07
#> 19 0.000000e+00 -1.327392e-01
#> 20 0.000000e+00 -5.043371e-06
#> 21 -2.395658e-02 -7.999894e-02
#> 22 8.476826e-07 -2.272914e-01
#> 23 0.000000e+00 -3.248824e-01
#> 24 5.382112e-08 -1.433314e-01
#> 25 0.000000e+00 -1.501920e-06
#> 26 0.000000e+00 -2.008037e-05
#> 27 0.000000e+00 -2.783859e-06
#> 28 8.476826e-07 -4.112664e-01
#> 29 0.000000e+00 -5.991399e-06
#> 30 0.000000e+00 -3.572937e-06
#>
#> $individual_inferences$upper_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 -1.076422e-07
#> 5 adj_matrix_5 1 4.036584e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 6.458534e-07
#> 12 adj_matrix_12 1 2.085568e-07
#> 13 adj_matrix_13 1 -8.577740e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 3.248774e-01
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 8.476826e-07
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 5.382112e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -2.716813e-07
#> 3 1.708820e-06
#> 4 -1.076422e-07
#> 5 4.036584e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 6.458534e-07
#> 12 2.085568e-07
#> 13 -8.577740e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 -2.152845e-07
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 8.476826e-07
#> 23 0.000000e+00
#> 24 5.382112e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 1.263065e-06 1.722748e-01
#> 2 -1.419764e-01 1.455987e-01
#> 3 2.126505e-06 2.076898e-01
#> 4 3.501569e-06 7.845669e-02
#> 5 -1.627196e-01 1.451920e-01
#> 6 4.509185e-07 1.650893e-05
#> 7 0.000000e+00 2.326245e-05
#> 8 0.000000e+00 3.672809e-06
#> 9 0.000000e+00 1.203824e-01
#> 10 -9.747165e-02 1.260835e-01
#> 11 -1.823867e-01 3.765054e-02
#> 12 -1.246364e-01 1.592699e-01
#> 13 1.783381e-05 4.349949e-02
#> 14 -9.747073e-02 3.854074e-01
#> 15 -1.419752e-01 1.138050e-01
#> 16 -2.152845e-07 1.168798e-01
#> 17 7.509039e-06 4.300210e-02
#> 18 0.000000e+00 1.668145e-05
#> 19 1.654658e-06 8.867611e-02
#> 20 9.886287e-07 1.281902e-05
#> 21 4.355196e-06 3.586478e-02
#> 22 -1.823909e-01 1.270053e-01
#> 23 0.000000e+00 1.725185e-01
#> 24 1.042238e-06 1.057456e-01
#> 25 0.000000e+00 8.449817e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 2.136079e-05
#> 28 -1.627198e-01 2.427314e-01
#> 29 0.000000e+00 1.648369e-05
#> 30 8.650037e-07 1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -4.609143e-02
#> 2 4.238413e-07 -9.485554e-02
#> 3 1.708820e-06 -9.629834e-02
#> 4 -1.076422e-07 -2.269413e-02
#> 5 4.036584e-07 -8.687954e-02
#> 6 0.000000e+00 2.103436e-06
#> 7 0.000000e+00 6.586473e-06
#> 8 0.000000e+00 8.743405e-07
#> 9 0.000000e+00 7.038508e-06
#> 10 2.085568e-07 -6.545225e-02
#> 11 6.458534e-07 1.466273e-05
#> 12 2.085568e-07 -1.338848e-01
#> 13 -8.577740e-07 4.087751e-05
#> 14 1.695365e-06 -7.604704e-02
#> 15 1.614633e-07 -4.827970e-02
#> 16 -2.152845e-07 9.271562e-06
#> 17 -6.458534e-07 -3.806530e-02
#> 18 0.000000e+00 8.926425e-07
#> 19 0.000000e+00 -4.842825e-02
#> 20 0.000000e+00 5.043371e-06
#> 21 1.746007e-05 1.066973e-05
#> 22 8.476826e-07 -6.758692e-02
#> 23 0.000000e+00 -4.966640e-02
#> 24 5.382112e-08 -7.466872e-02
#> 25 0.000000e+00 1.501920e-06
#> 26 0.000000e+00 2.008037e-05
#> 27 0.000000e+00 2.783859e-06
#> 28 8.476826e-07 -1.635199e-01
#> 29 0.000000e+00 5.991399e-06
#> 30 0.000000e+00 3.572937e-06
#>
#>
#> $aggregate_inferences
#> node
#> Guidance.Docs.for.Salt.Management Guidance.Docs.for.Salt.Management
#> Public.Education.Programs Public.Education.Programs
#> Salts.Added.during.Water.Treatment Salts.Added.during.Water.Treatment
#> Salts.Added.by.Winter.Maintenance.Activities Salts.Added.by.Winter.Maintenance.Activities
#> Ecosystem.Health Ecosystem.Health
#> Public.Awareness.of.Reservoir.Salinization Public.Awareness.of.Reservoir.Salinization
#> Salinization.of.the.Reservoir Salinization.of.the.Reservoir
#> crisp lower
#> Guidance.Docs.for.Salt.Management 1.0000000000 1.0000000000
#> Public.Education.Programs 0.0083289587 0.0016667646
#> Salts.Added.during.Water.Treatment -0.0001386996 -0.0002498283
#> Salts.Added.by.Winter.Maintenance.Activities -0.1292224889 -0.2124023926
#> Ecosystem.Health 0.0725105589 0.0326894180
#> Public.Awareness.of.Reservoir.Salinization -0.0011484375 -0.0022974759
#> Salinization.of.the.Reservoir -0.1148925537 -0.1856959736
#> upper
#> Guidance.Docs.for.Salt.Management 1.000000e+00
#> Public.Education.Programs 1.499115e-02
#> Salts.Added.during.Water.Treatment -2.757085e-05
#> Salts.Added.by.Winter.Maintenance.Activities -4.604259e-02
#> Ecosystem.Health 1.123317e-01
#> Public.Awareness.of.Reservoir.Salinization 6.008910e-07
#> Salinization.of.the.Reservoir -4.408913e-02
#>
#> $mc_inferences
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 mc_adj_matrix_1 1 -1.076422e-07
#> 2 mc_adj_matrix_2 1 1.695365e-06
#> 3 mc_adj_matrix_3 1 0.000000e+00
#> 4 mc_adj_matrix_4 1 -2.152845e-07
#> 5 mc_adj_matrix_5 1 0.000000e+00
#> 6 mc_adj_matrix_6 1 4.171136e-07
#> 7 mc_adj_matrix_7 1 0.000000e+00
#> 8 mc_adj_matrix_8 1 0.000000e+00
#> 9 mc_adj_matrix_9 1 4.709348e-08
#> 10 mc_adj_matrix_10 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 -1.076422e-07
#> 2 1.695365e-06
#> 3 0.000000e+00
#> 4 -2.152845e-07
#> 5 0.000000e+00
#> 6 4.171136e-07
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 4.709348e-08
#> 10 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -0.1555112 0.04660930
#> 2 -0.2234106 0.16788785
#> 3 0.0000000 0.00000000
#> 4 -0.1962732 0.02842436
#> 5 0.0000000 0.00000000
#> 6 -0.2937528 0.04528439
#> 7 0.0000000 0.00000000
#> 8 0.0000000 0.00000000
#> 9 -0.2400662 0.07968242
#> 10 0.0000000 0.00000000
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 -1.076422e-07 -0.06626948
#> 2 1.695365e-06 -0.30097131
#> 3 0.000000e+00 0.00000000
#> 4 -2.152845e-07 -0.05247371
#> 5 0.000000e+00 0.00000000
#> 6 4.171136e-07 -0.08696560
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 4.709348e-08 -0.09647255
#> 10 0.000000e+00 0.00000000
#>
#> $mc_CIs_and_quantiles
#> node expected_value 0.025_CI
#> 1 Guidance.Docs.for.Salt.Management 1.000000e+00 1.000000e+00
#> 2 Public.Education.Programs 2.594851e-07 2.001473e-08
#> 3 Salts.Added.during.Water.Treatment 2.763042e-07 4.899403e-08
#> 4 Salts.Added.by.Winter.Maintenance.Activities -1.137757e-01 -1.928427e-01
#> 5 Ecosystem.Health 4.580366e-02 2.116381e-02
#> 6 Public.Awareness.of.Reservoir.Salinization 1.604542e-07 -6.354256e-08
#> 7 Salinization.of.the.Reservoir -7.177439e-02 -1.178616e-01
#> 0.975_CI min 0.25_quantile median 0.75_quantile
#> 1 1.000000e+00 1.000000e+00 1.00000000 1.00000000 1.000000e+00
#> 2 5.229899e-07 -2.152845e-07 0.00000000 0.00000000 3.532011e-08
#> 3 5.383625e-07 -2.152845e-07 0.00000000 0.00000000 3.532011e-08
#> 4 -5.521534e-02 -2.937528e-01 -0.21662623 -0.07775561 0.000000e+00
#> 5 7.014231e-02 0.000000e+00 0.00000000 0.01421218 4.627808e-02
#> 6 5.790984e-07 -2.152845e-07 0.00000000 0.00000000 3.532011e-08
#> 7 -3.269917e-02 -3.009713e-01 -0.08179157 -0.02623685 0.000000e+00
#> max
#> 1 1.000000e+00
#> 2 1.695365e-06
#> 3 1.695365e-06
#> 4 0.000000e+00
#> 5 1.678879e-01
#> 6 1.695365e-06
#> 7 0.000000e+00
#>
get_fcmconfr_inferences(ex_ivfn_fcmconfr)
#> $individual_inferences
#> $individual_inferences$ivfn_df
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 adj_matrix_1 1, 1
#> 2 adj_matrix_2 1, 1
#> 3 adj_matrix_3 1, 1
#> 4 adj_matrix_4 1, 1
#> 5 adj_matrix_5 1, 1
#> 6 adj_matrix_6 1, 1
#> 7 adj_matrix_7 1, 1
#> 8 adj_matrix_8 1, 1
#> 9 adj_matrix_9 1, 1
#> 10 adj_matrix_10 1, 1
#> 11 adj_matrix_11 1, 1
#> 12 adj_matrix_12 1, 1
#> 13 adj_matrix_13 1, 1
#> 14 adj_matrix_14 1, 1
#> 15 adj_matrix_15 1, 1
#> 16 adj_matrix_16 1, 1
#> 17 adj_matrix_17 1, 1
#> 18 adj_matrix_18 1, 1
#> 19 adj_matrix_19 1, 1
#> 20 adj_matrix_20 1, 1
#> 21 adj_matrix_21 1, 1
#> 22 adj_matrix_22 1, 1
#> 23 adj_matrix_23 1, 1
#> 24 adj_matrix_24 1, 1
#> 25 adj_matrix_25 1, 1
#> 26 adj_matrix_26 1, 1
#> 27 adj_matrix_27 1, 1
#> 28 adj_matrix_28 1, 1
#> 29 adj_matrix_29 1, 1
#> 30 adj_matrix_30 1, 1
#> Public.Education.Programs Salts.Added.during.Water.Treatment
#> 1 4.171136e-07, 4.171136e-07 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07 -7.287071e-06, -2.716813e-07
#> 3 1.70882e-06, 1.70882e-06 1.70882e-06, 1.70882e-06
#> 4 -1.076422e-07, -1.076422e-07 -1.076422e-07, -1.076422e-07
#> 5 4.036584e-07, 4.036584e-07 4.036584e-07, 4.036584e-07
#> 6 0, 0 0, 0
#> 7 0, 0 0, 0
#> 8 0, 0 0, 0
#> 9 0, 0 0, 0
#> 10 2.085568e-07, 2.085568e-07 2.085568e-07, 2.085568e-07
#> 11 6.458534e-07, 6.458534e-07 6.458534e-07, 6.458534e-07
#> 12 2.085568e-07, 2.085568e-07 2.085568e-07, 2.085568e-07
#> 13 -8.57774e-07, -8.57774e-07 -8.57774e-07, -8.57774e-07
#> 14 1.695365e-06, 1.695365e-06 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07 1.614633e-07, 1.614633e-07
#> 16 0.04966353, 0.32487741 -2.152845e-07, -2.152845e-07
#> 17 -6.458534e-07, -6.458534e-07 -6.458534e-07, -6.458534e-07
#> 18 0, 0 0, 0
#> 19 0, 0 0, 0
#> 20 0, 0 0, 0
#> 21 3.767478e-07, 3.767478e-07 3.767478e-07, 3.767478e-07
#> 22 8.476826e-07, 8.476826e-07 8.476826e-07, 8.476826e-07
#> 23 0, 0 0, 0
#> 24 5.382112e-08, 5.382112e-08 5.382112e-08, 5.382112e-08
#> 25 0, 0 0, 0
#> 26 0, 0 0, 0
#> 27 0, 0 0, 0
#> 28 8.476826e-07, 8.476826e-07 8.476826e-07, 8.476826e-07
#> 29 0, 0 0, 0
#> 30 0, 0 0, 0
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01, 1.263065e-06 0.06469253, 0.17227483
#> 2 -0.3439474, -0.1419764 0.06108397, 0.14559866
#> 3 -2.785162e-01, 2.126505e-06 0.08060473, 0.20768978
#> 4 -3.031966e-01, 3.501569e-06 0.02783340, 0.07845669
#> 5 -0.3439468, -0.1627196 0.05339747, 0.14519200
#> 6 -4.509185e-07, 4.509185e-07 -1.650893e-05, 1.650893e-05
#> 7 0, 0 -2.326245e-05, 2.326245e-05
#> 8 0, 0 -3.672809e-06, 3.672809e-06
#> 9 0, 0 0.03741838, 0.12038236
#> 10 -0.34394685, -0.09747165 0.06506459, 0.12608345
#> 11 -0.3439454, -0.1823867 -2.289465e-05, 3.765054e-02
#> 12 -0.3439471, -0.1246364 0.07565469, 0.15926995
#> 13 -2.504168e-01, 1.783381e-05 0.01310921, 0.04349949
#> 14 -0.34394690, -0.09747073 0.1754727, 0.3854074
#> 15 -0.3439467, -0.1419752 0.01306651, 0.11380505
#> 16 -2.152845e-07, -2.152845e-07 -6.760308e-07, 1.168798e-01
#> 17 -2.184896e-01, 7.509039e-06 -2.824574e-05, 4.300210e-02
#> 18 0, 0 -1.668145e-05, 1.668145e-05
#> 19 -2.785142e-01, 1.654658e-06 0.03608334, 0.08867611
#> 20 -9.886287e-07, 9.886287e-07 -1.281902e-05, 1.281902e-05
#> 21 -2.504168e-01, 4.355196e-06 0.00397327, 0.03586478
#> 22 -0.3439477, -0.1823909 0.01471456, 0.12700531
#> 23 0, 0 0.09154776, 0.17251847
#> 24 -3.031964e-01, 1.042238e-06 0.05405402, 0.10574555
#> 25 0, 0 -8.449817e-06, 8.449817e-06
#> 26 0, 0 0, 0
#> 27 0, 0 -2.136079e-05, 2.136079e-05
#> 28 -0.3439469, -0.1627198 0.1111561, 0.2427314
#> 29 0, 0 -1.648369e-05, 1.648369e-05
#> 30 -8.650037e-07, 8.650037e-07 -1.613378e-05, 1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07, 4.171136e-07 -0.32787900, -0.04609143
#> 2 4.238413e-07, 4.238413e-07 -0.21367455, -0.09485554
#> 3 1.70882e-06, 1.70882e-06 -0.37253859, -0.09629834
#> 4 -1.076422e-07, -1.076422e-07 -0.13685759, -0.02269413
#> 5 4.036584e-07, 4.036584e-07 -0.22074222, -0.08687954
#> 6 0, 0 -2.103436e-06, 2.103436e-06
#> 7 0, 0 -6.586473e-06, 6.586473e-06
#> 8 0, 0 -8.743405e-07, 8.743405e-07
#> 9 0, 0 -2.504205e-01, 7.038508e-06
#> 10 2.085568e-07, 2.085568e-07 -0.19786251, -0.06545225
#> 11 6.458534e-07, 6.458534e-07 -1.260312e-01, 1.466273e-05
#> 12 2.085568e-07, 2.085568e-07 -0.2076103, -0.1338848
#> 13 -8.57774e-07, -8.57774e-07 -8.748446e-02, 4.087751e-05
#> 14 1.695365e-06, 1.695365e-06 -0.19785836, -0.07604704
#> 15 1.614633e-07, 1.614633e-07 -0.2136648, -0.0482797
#> 16 -2.152845e-07, -2.152845e-07 -3.032049e-01, 9.271562e-06
#> 17 -6.458534e-07, -6.458534e-07 -0.1059742, -0.0380653
#> 18 0, 0 -8.926425e-07, 8.926425e-07
#> 19 0, 0 -0.13273925, -0.04842825
#> 20 0, 0 -5.043371e-06, 5.043371e-06
#> 21 -2.395658e-02, 1.746007e-05 -7.999894e-02, 1.066973e-05
#> 22 8.476826e-07, 8.476826e-07 -0.22729144, -0.06758692
#> 23 0, 0 -0.3248824, -0.0496664
#> 24 5.382112e-08, 5.382112e-08 -0.14333141, -0.07466872
#> 25 0, 0 -1.50192e-06, 1.50192e-06
#> 26 0, 0 -2.008037e-05, 2.008037e-05
#> 27 0, 0 -2.783859e-06, 2.783859e-06
#> 28 8.476826e-07, 8.476826e-07 -0.4112664, -0.1635199
#> 29 0, 0 -5.991399e-06, 5.991399e-06
#> 30 0, 0 -3.572937e-06, 3.572937e-06
#>
#> $individual_inferences$lower_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 -1.076422e-07
#> 5 adj_matrix_5 1 4.036584e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 6.458534e-07
#> 12 adj_matrix_12 1 2.085568e-07
#> 13 adj_matrix_13 1 -8.577740e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 4.966353e-02
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 8.476826e-07
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 5.382112e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -7.287071e-06
#> 3 1.708820e-06
#> 4 -1.076422e-07
#> 5 4.036584e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 6.458534e-07
#> 12 2.085568e-07
#> 13 -8.577740e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 -2.152845e-07
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 8.476826e-07
#> 23 0.000000e+00
#> 24 5.382112e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01 6.469253e-02
#> 2 -3.439474e-01 6.108397e-02
#> 3 -2.785162e-01 8.060473e-02
#> 4 -3.031966e-01 2.783340e-02
#> 5 -3.439468e-01 5.339747e-02
#> 6 -4.509185e-07 -1.650893e-05
#> 7 0.000000e+00 -2.326245e-05
#> 8 0.000000e+00 -3.672809e-06
#> 9 0.000000e+00 3.741838e-02
#> 10 -3.439468e-01 6.506459e-02
#> 11 -3.439454e-01 -2.289465e-05
#> 12 -3.439471e-01 7.565469e-02
#> 13 -2.504168e-01 1.310921e-02
#> 14 -3.439469e-01 1.754727e-01
#> 15 -3.439467e-01 1.306651e-02
#> 16 -2.152845e-07 -6.760308e-07
#> 17 -2.184896e-01 -2.824574e-05
#> 18 0.000000e+00 -1.668145e-05
#> 19 -2.785142e-01 3.608334e-02
#> 20 -9.886287e-07 -1.281902e-05
#> 21 -2.504168e-01 3.973270e-03
#> 22 -3.439477e-01 1.471456e-02
#> 23 0.000000e+00 9.154776e-02
#> 24 -3.031964e-01 5.405402e-02
#> 25 0.000000e+00 -8.449817e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 -2.136079e-05
#> 28 -3.439469e-01 1.111561e-01
#> 29 0.000000e+00 -1.648369e-05
#> 30 -8.650037e-07 -1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -3.278790e-01
#> 2 4.238413e-07 -2.136746e-01
#> 3 1.708820e-06 -3.725386e-01
#> 4 -1.076422e-07 -1.368576e-01
#> 5 4.036584e-07 -2.207422e-01
#> 6 0.000000e+00 -2.103436e-06
#> 7 0.000000e+00 -6.586473e-06
#> 8 0.000000e+00 -8.743405e-07
#> 9 0.000000e+00 -2.504205e-01
#> 10 2.085568e-07 -1.978625e-01
#> 11 6.458534e-07 -1.260312e-01
#> 12 2.085568e-07 -2.076103e-01
#> 13 -8.577740e-07 -8.748446e-02
#> 14 1.695365e-06 -1.978584e-01
#> 15 1.614633e-07 -2.136648e-01
#> 16 -2.152845e-07 -3.032049e-01
#> 17 -6.458534e-07 -1.059742e-01
#> 18 0.000000e+00 -8.926425e-07
#> 19 0.000000e+00 -1.327392e-01
#> 20 0.000000e+00 -5.043371e-06
#> 21 -2.395658e-02 -7.999894e-02
#> 22 8.476826e-07 -2.272914e-01
#> 23 0.000000e+00 -3.248824e-01
#> 24 5.382112e-08 -1.433314e-01
#> 25 0.000000e+00 -1.501920e-06
#> 26 0.000000e+00 -2.008037e-05
#> 27 0.000000e+00 -2.783859e-06
#> 28 8.476826e-07 -4.112664e-01
#> 29 0.000000e+00 -5.991399e-06
#> 30 0.000000e+00 -3.572937e-06
#>
#> $individual_inferences$upper_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 -1.076422e-07
#> 5 adj_matrix_5 1 4.036584e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 0.000000e+00
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 6.458534e-07
#> 12 adj_matrix_12 1 2.085568e-07
#> 13 adj_matrix_13 1 -8.577740e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 3.248774e-01
#> 17 adj_matrix_17 1 -6.458534e-07
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 8.476826e-07
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 5.382112e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -2.716813e-07
#> 3 1.708820e-06
#> 4 -1.076422e-07
#> 5 4.036584e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 0.000000e+00
#> 10 2.085568e-07
#> 11 6.458534e-07
#> 12 2.085568e-07
#> 13 -8.577740e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 -2.152845e-07
#> 17 -6.458534e-07
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 8.476826e-07
#> 23 0.000000e+00
#> 24 5.382112e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 1.263065e-06 1.722748e-01
#> 2 -1.419764e-01 1.455987e-01
#> 3 2.126505e-06 2.076898e-01
#> 4 3.501569e-06 7.845669e-02
#> 5 -1.627196e-01 1.451920e-01
#> 6 4.509185e-07 1.650893e-05
#> 7 0.000000e+00 2.326245e-05
#> 8 0.000000e+00 3.672809e-06
#> 9 0.000000e+00 1.203824e-01
#> 10 -9.747165e-02 1.260835e-01
#> 11 -1.823867e-01 3.765054e-02
#> 12 -1.246364e-01 1.592699e-01
#> 13 1.783381e-05 4.349949e-02
#> 14 -9.747073e-02 3.854074e-01
#> 15 -1.419752e-01 1.138050e-01
#> 16 -2.152845e-07 1.168798e-01
#> 17 7.509039e-06 4.300210e-02
#> 18 0.000000e+00 1.668145e-05
#> 19 1.654658e-06 8.867611e-02
#> 20 9.886287e-07 1.281902e-05
#> 21 4.355196e-06 3.586478e-02
#> 22 -1.823909e-01 1.270053e-01
#> 23 0.000000e+00 1.725185e-01
#> 24 1.042238e-06 1.057456e-01
#> 25 0.000000e+00 8.449817e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 2.136079e-05
#> 28 -1.627198e-01 2.427314e-01
#> 29 0.000000e+00 1.648369e-05
#> 30 8.650037e-07 1.613378e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -4.609143e-02
#> 2 4.238413e-07 -9.485554e-02
#> 3 1.708820e-06 -9.629834e-02
#> 4 -1.076422e-07 -2.269413e-02
#> 5 4.036584e-07 -8.687954e-02
#> 6 0.000000e+00 2.103436e-06
#> 7 0.000000e+00 6.586473e-06
#> 8 0.000000e+00 8.743405e-07
#> 9 0.000000e+00 7.038508e-06
#> 10 2.085568e-07 -6.545225e-02
#> 11 6.458534e-07 1.466273e-05
#> 12 2.085568e-07 -1.338848e-01
#> 13 -8.577740e-07 4.087751e-05
#> 14 1.695365e-06 -7.604704e-02
#> 15 1.614633e-07 -4.827970e-02
#> 16 -2.152845e-07 9.271562e-06
#> 17 -6.458534e-07 -3.806530e-02
#> 18 0.000000e+00 8.926425e-07
#> 19 0.000000e+00 -4.842825e-02
#> 20 0.000000e+00 5.043371e-06
#> 21 1.746007e-05 1.066973e-05
#> 22 8.476826e-07 -6.758692e-02
#> 23 0.000000e+00 -4.966640e-02
#> 24 5.382112e-08 -7.466872e-02
#> 25 0.000000e+00 1.501920e-06
#> 26 0.000000e+00 2.008037e-05
#> 27 0.000000e+00 2.783859e-06
#> 28 8.476826e-07 -1.635199e-01
#> 29 0.000000e+00 5.991399e-06
#> 30 0.000000e+00 3.572937e-06
#>
#>
#> $aggregate_inferences
#> node
#> Guidance.Docs.for.Salt.Management Guidance.Docs.for.Salt.Management
#> Public.Education.Programs Public.Education.Programs
#> Salts.Added.during.Water.Treatment Salts.Added.during.Water.Treatment
#> Salts.Added.by.Winter.Maintenance.Activities Salts.Added.by.Winter.Maintenance.Activities
#> Ecosystem.Health Ecosystem.Health
#> Public.Awareness.of.Reservoir.Salinization Public.Awareness.of.Reservoir.Salinization
#> Salinization.of.the.Reservoir Salinization.of.the.Reservoir
#> crisp lower
#> Guidance.Docs.for.Salt.Management 1.0000000000 1.0000000000
#> Public.Education.Programs 0.0083289587 0.0016667646
#> Salts.Added.during.Water.Treatment -0.0001386996 -0.0002498283
#> Salts.Added.by.Winter.Maintenance.Activities -0.1292224889 -0.2124023926
#> Ecosystem.Health 0.0725105589 0.0326894180
#> Public.Awareness.of.Reservoir.Salinization -0.0011484375 -0.0022974759
#> Salinization.of.the.Reservoir -0.1148925537 -0.1856959736
#> upper
#> Guidance.Docs.for.Salt.Management 1.000000e+00
#> Public.Education.Programs 1.499115e-02
#> Salts.Added.during.Water.Treatment -2.757085e-05
#> Salts.Added.by.Winter.Maintenance.Activities -4.604259e-02
#> Ecosystem.Health 1.123317e-01
#> Public.Awareness.of.Reservoir.Salinization 6.008910e-07
#> Salinization.of.the.Reservoir -4.408913e-02
#>
#> $mc_inferences
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 mc_adj_matrix_1 1 -1.076422e-07
#> 2 mc_adj_matrix_2 1 1.695365e-06
#> 3 mc_adj_matrix_3 1 0.000000e+00
#> 4 mc_adj_matrix_4 1 -2.152845e-07
#> 5 mc_adj_matrix_5 1 0.000000e+00
#> 6 mc_adj_matrix_6 1 4.171136e-07
#> 7 mc_adj_matrix_7 1 0.000000e+00
#> 8 mc_adj_matrix_8 1 0.000000e+00
#> 9 mc_adj_matrix_9 1 4.709348e-08
#> 10 mc_adj_matrix_10 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 -1.076422e-07
#> 2 1.695365e-06
#> 3 0.000000e+00
#> 4 -2.152845e-07
#> 5 0.000000e+00
#> 6 4.171136e-07
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 4.709348e-08
#> 10 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -0.1555112 0.04660930
#> 2 -0.2234106 0.16788785
#> 3 0.0000000 0.00000000
#> 4 -0.1962732 0.02842436
#> 5 0.0000000 0.00000000
#> 6 -0.2937528 0.04528439
#> 7 0.0000000 0.00000000
#> 8 0.0000000 0.00000000
#> 9 -0.2400662 0.07968242
#> 10 0.0000000 0.00000000
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 -1.076422e-07 -0.06626948
#> 2 1.695365e-06 -0.30097131
#> 3 0.000000e+00 0.00000000
#> 4 -2.152845e-07 -0.05247371
#> 5 0.000000e+00 0.00000000
#> 6 4.171136e-07 -0.08696560
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 4.709348e-08 -0.09647255
#> 10 0.000000e+00 0.00000000
#>
#> $mc_CIs_and_quantiles
#> node expected_value 0.025_CI
#> 1 Guidance.Docs.for.Salt.Management 1.000000e+00 1.000000e+00
#> 2 Public.Education.Programs 2.594851e-07 2.001473e-08
#> 3 Salts.Added.during.Water.Treatment 2.763042e-07 4.899403e-08
#> 4 Salts.Added.by.Winter.Maintenance.Activities -1.137757e-01 -1.928427e-01
#> 5 Ecosystem.Health 4.580366e-02 2.116381e-02
#> 6 Public.Awareness.of.Reservoir.Salinization 1.604542e-07 -6.354256e-08
#> 7 Salinization.of.the.Reservoir -7.177439e-02 -1.178616e-01
#> 0.975_CI min 0.25_quantile median 0.75_quantile
#> 1 1.000000e+00 1.000000e+00 1.00000000 1.00000000 1.000000e+00
#> 2 5.229899e-07 -2.152845e-07 0.00000000 0.00000000 3.532011e-08
#> 3 5.383625e-07 -2.152845e-07 0.00000000 0.00000000 3.532011e-08
#> 4 -5.521534e-02 -2.937528e-01 -0.21662623 -0.07775561 0.000000e+00
#> 5 7.014231e-02 0.000000e+00 0.00000000 0.01421218 4.627808e-02
#> 6 5.790984e-07 -2.152845e-07 0.00000000 0.00000000 3.532011e-08
#> 7 -3.269917e-02 -3.009713e-01 -0.08179157 -0.02623685 0.000000e+00
#> max
#> 1 1.000000e+00
#> 2 1.695365e-06
#> 3 1.695365e-06
#> 4 0.000000e+00
#> 5 1.678879e-01
#> 6 1.695365e-06
#> 7 0.000000e+00
#>
ex_tfn_fcmconfr <- fcmconfr(
adj_matrices = sample_fcms$simple_fcms$tfn_fcms,
# adj_matrices = group_tfn_fcms,
# Aggregation and Monte Carlo Sampling
agg_function = 'mean',
num_mc_fcms = 1000L,
# Simulation
initial_state_vector = c(1, 1, 1, 1, 1, 1, 1),
clamping_vector = c(1, 0, 0, 0, 0, 0, 0),
activation = 'rescale',
squashing = 'sigmoid',
lambda = 1.0,
point_of_inference = "final",
max_iter = 1000L,
min_error = 1e-05,
# Inference Estimation (bootstrap)
ci_centering_function = "mean",
confidence_interval = 0.95,
num_ci_bootstraps = 1000L,
# Runtime Options
show_progress = TRUE,
parallel = FALSE,
n_cores = 1L,
# Additional Options
run_agg_calcs = TRUE,
run_mc_calcs = TRUE,
run_ci_calcs = TRUE,
include_zeroes_in_sampling = TRUE,
include_sims_in_output = TRUE
)
#> [1] Simulating Input FCMs
#>
#> [1] Running Simulations
#> [1] Sampling from column vectors
#> Sampling from column vectors[1] Constructing monte carlo fcms from samples
#> Constructing monte carlo fcms from samples
#> [1] Running Simulations
#> [1] Performing bootstrap simulations
#> [1] Done
get_fcmconfr_inferences(ex_tfn_fcmconfr, analysis = c("individual"))
#> $individual_inferences
#> $individual_inferences$tfn_df
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 adj_matrix_1 1, 1, 1
#> 2 adj_matrix_2 1, 1, 1
#> 3 adj_matrix_3 1, 1, 1
#> 4 adj_matrix_4 1, 1, 1
#> 5 adj_matrix_5 1, 1, 1
#> 6 adj_matrix_6 1, 1, 1
#> 7 adj_matrix_7 1, 1, 1
#> 8 adj_matrix_8 1, 1, 1
#> 9 adj_matrix_9 1, 1, 1
#> 10 adj_matrix_10 1, 1, 1
#> 11 adj_matrix_11 1, 1, 1
#> 12 adj_matrix_12 1, 1, 1
#> 13 adj_matrix_13 1, 1, 1
#> 14 adj_matrix_14 1, 1, 1
#> 15 adj_matrix_15 1, 1, 1
#> 16 adj_matrix_16 1, 1, 1
#> 17 adj_matrix_17 1, 1, 1
#> 18 adj_matrix_18 1, 1, 1
#> 19 adj_matrix_19 1, 1, 1
#> 20 adj_matrix_20 1, 1, 1
#> 21 adj_matrix_21 1, 1, 1
#> 22 adj_matrix_22 1, 1, 1
#> 23 adj_matrix_23 1, 1, 1
#> 24 adj_matrix_24 1, 1, 1
#> 25 adj_matrix_25 1, 1, 1
#> 26 adj_matrix_26 1, 1, 1
#> 27 adj_matrix_27 1, 1, 1
#> 28 adj_matrix_28 1, 1, 1
#> 29 adj_matrix_29 1, 1, 1
#> 30 adj_matrix_30 1, 1, 1
#> Public.Education.Programs
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07, 4.238413e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0.04966368, 0.21848409, 0.32487741
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 3.767478e-07, 3.767478e-07, 3.767478e-07
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 -7.287071e-06, -3.781633e-06, -2.716813e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0, 0, 0
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 3.767478e-07, 3.767478e-07, 3.767478e-07
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salts.Added.by.Winter.Maintenance.Activities
#> 1 -2.649185e-01, -1.202008e-01, 1.139210e-06
#> 2 -0.3439474, -0.2785144, -0.1419764
#> 3 -2.785162e-01, -1.419780e-01, 2.126505e-06
#> 4 -3.031965e-01, -1.823903e-01, 1.890719e-06
#> 5 -0.3439469, -0.2912555, -0.1627199
#> 6 -4.509185e-07, 0.000000e+00, 4.509185e-07
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 -0.34394686, -0.25041551, -0.09747171
#> 11 -0.3439440, -0.3031899, -0.1823828
#> 12 -0.3439472, -0.2677088, -0.1246366
#> 13 -2.504161e-01, -9.747187e-02, 2.606899e-06
#> 14 -0.34394690, -0.25041556, -0.09747073
#> 15 -0.3439467, -0.2785133, -0.1419752
#> 16 0, 0, 0
#> 17 -2.184904e-01, -4.966970e-02, 1.394166e-05
#> 18 0, 0, 0
#> 19 -2.785142e-01, -1.419758e-01, 1.654658e-06
#> 20 -9.886287e-07, 0.000000e+00, 9.886287e-07
#> 21 -2.504168e-01, -9.747226e-02, 4.176917e-06
#> 22 -0.3439486, -0.3031974, -0.1823913
#> 23 0, 0, 0
#> 24 -3.031964e-01, -1.823909e-01, 5.964684e-07
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 -0.3439469, -0.2912555, -0.1627198
#> 29 0, 0, 0
#> 30 -8.650037e-07, 0.000000e+00, 8.650037e-07
#> Ecosystem.Health
#> 1 0.06562469, 0.13535978, 0.17443415
#> 2 0.06670194, 0.12905046, 0.15766445
#> 3 0.08583128, 0.17279319, 0.21861527
#> 4 0.02984654, 0.06344861, 0.08392516
#> 5 0.05803894, 0.12066305, 0.15650258
#> 6 -1.823495e-05, 0.000000e+00, 1.823495e-05
#> 7 -2.339399e-05, 0.000000e+00, 2.339399e-05
#> 8 -3.734027e-06, 0.000000e+00, 3.734027e-06
#> 9 0.03467809, 0.07980185, 0.11209770
#> 10 0.06987573, 0.12237908, 0.13478990
#> 11 -0.0000315184, 0.0106128025, 0.0317934762
#> 12 0.08394626, 0.15173773, 0.17475462
#> 13 0.01053170, 0.02454208, 0.03500210
#> 14 0.1781593, 0.3264510, 0.3882986
#> 15 0.01385923, 0.06857068, 0.12021737
#> 16 -9.634720e-07, 6.403258e-02, 1.241829e-01
#> 17 -2.132187e-05, 1.232420e-02, 3.687688e-02
#> 18 -1.785633e-05, 0.000000e+00, 1.785633e-05
#> 19 0.03776046, 0.07470845, 0.09264320
#> 20 -1.313644e-05, 0.000000e+00, 1.313644e-05
#> 21 0.003418647, 0.017170139, 0.030870109
#> 22 0.01581755, 0.07796207, 0.13569403
#> 23 0.09639699, 0.16507281, 0.18061849
#> 24 0.06100563, 0.10751282, 0.11864309
#> 25 -8.614831e-06, 0.000000e+00, 8.614831e-06
#> 26 0, 0, 0
#> 27 -2.207469e-05, 0.000000e+00, 2.207469e-05
#> 28 0.1179967, 0.2151298, 0.2542002
#> 29 -2.906392e-05, 0.000000e+00, 2.906392e-05
#> 30 -1.548227e-05, 0.000000e+00, 1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07, 4.238413e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0, 0, 0
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 -2.060992e-02, -6.872083e-03, 1.392007e-05
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salinization.of.the.Reservoir
#> 1 -0.32624208, -0.19827639, -0.04468532
#> 2 -0.22174705, -0.18532772, -0.09925181
#> 3 -0.37279803, -0.28119287, -0.09659356
#> 4 -0.14517113, -0.08721721, -0.02423273
#> 5 -0.22912750, -0.18199123, -0.09103424
#> 6 -2.16743e-06, 0.00000e+00, 2.16743e-06
#> 7 -6.586473e-06, 0.000000e+00, 6.586473e-06
#> 8 -8.743405e-07, 0.000000e+00, 8.743405e-07
#> 9 -2.504205e-01, -9.747409e-02, 4.872594e-06
#> 10 -0.20499898, -0.15158721, -0.06831878
#> 11 -1.318708e-01, -2.758877e-02, 2.662699e-05
#> 12 -0.2153682, -0.2153676, -0.1396386
#> 13 -7.988033e-02, -2.548262e-02, 6.068898e-06
#> 14 -0.20499585, -0.16105880, -0.07934998
#> 15 -0.22173773, -0.14442093, -0.05060377
#> 16 -3.032049e-01, -1.823915e-01, 1.338811e-05
#> 17 -0.08755650, -0.06623863, -0.03117925
#> 18 -8.926425e-07, 0.000000e+00, 8.926425e-07
#> 19 -0.13352584, -0.10219718, -0.04873998
#> 20 -5.044662e-06, 0.000000e+00, 5.044662e-06
#> 21 -7.426995e-02, -2.892287e-02, 9.173772e-06
#> 22 -0.23592075, -0.16873413, -0.07092534
#> 23 -0.3248824, -0.2184897, -0.0496664
#> 24 -0.1519497, -0.1382799, -0.0795642
#> 25 -1.50192e-06, 0.00000e+00, 1.50192e-06
#> 26 -2.008037e-05, 0.000000e+00, 2.008037e-05
#> 27 -2.783859e-06, 0.000000e+00, 2.783859e-06
#> 28 -0.4136693, -0.3389161, -0.1665670
#> 29 -1.138e-05, 0.000e+00, 1.138e-05
#> 30 -3.414352e-06, 0.000000e+00, 3.414352e-06
#>
#> $individual_inferences$lower_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 4.966368e-02
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -7.287071e-06
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01 6.562469e-02
#> 2 -3.439474e-01 6.670194e-02
#> 3 -2.785162e-01 8.583128e-02
#> 4 -3.031965e-01 2.984654e-02
#> 5 -3.439469e-01 5.803894e-02
#> 6 -4.509185e-07 -1.823495e-05
#> 7 0.000000e+00 -2.339399e-05
#> 8 0.000000e+00 -3.734027e-06
#> 9 -1.076422e-07 3.467809e-02
#> 10 -3.439469e-01 6.987573e-02
#> 11 -3.439440e-01 -3.151840e-05
#> 12 -3.439472e-01 8.394626e-02
#> 13 -2.504161e-01 1.053170e-02
#> 14 -3.439469e-01 1.781593e-01
#> 15 -3.439467e-01 1.385923e-02
#> 16 0.000000e+00 -9.634720e-07
#> 17 -2.184904e-01 -2.132187e-05
#> 18 0.000000e+00 -1.785633e-05
#> 19 -2.785142e-01 3.776046e-02
#> 20 -9.886287e-07 -1.313644e-05
#> 21 -2.504168e-01 3.418647e-03
#> 22 -3.439486e-01 1.581755e-02
#> 23 0.000000e+00 9.639699e-02
#> 24 -3.031964e-01 6.100563e-02
#> 25 0.000000e+00 -8.614831e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 -2.207469e-05
#> 28 -3.439469e-01 1.179967e-01
#> 29 0.000000e+00 -2.906392e-05
#> 30 -8.650037e-07 -1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -3.262421e-01
#> 2 4.238413e-07 -2.217470e-01
#> 3 1.708820e-06 -3.727980e-01
#> 4 0.000000e+00 -1.451711e-01
#> 5 4.171136e-07 -2.291275e-01
#> 6 0.000000e+00 -2.167430e-06
#> 7 0.000000e+00 -6.586473e-06
#> 8 0.000000e+00 -8.743405e-07
#> 9 -1.076422e-07 -2.504205e-01
#> 10 2.085568e-07 -2.049990e-01
#> 11 4.305689e-07 -1.318708e-01
#> 12 2.119206e-07 -2.153682e-01
#> 13 -1.009146e-07 -7.988033e-02
#> 14 1.695365e-06 -2.049958e-01
#> 15 1.614633e-07 -2.217377e-01
#> 16 0.000000e+00 -3.032049e-01
#> 17 -1.506991e-06 -8.755650e-02
#> 18 0.000000e+00 -8.926425e-07
#> 19 0.000000e+00 -1.335258e-01
#> 20 0.000000e+00 -5.044662e-06
#> 21 -2.060992e-02 -7.426995e-02
#> 22 1.708820e-06 -2.359207e-01
#> 23 0.000000e+00 -3.248824e-01
#> 24 8.073167e-08 -1.519497e-01
#> 25 0.000000e+00 -1.501920e-06
#> 26 0.000000e+00 -2.008037e-05
#> 27 0.000000e+00 -2.783859e-06
#> 28 8.476826e-07 -4.136693e-01
#> 29 0.000000e+00 -1.138000e-05
#> 30 0.000000e+00 -3.414352e-06
#>
#> $individual_inferences$mode_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 2.184841e-01
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -3.781633e-06
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -1.202008e-01 0.13535978
#> 2 -2.785144e-01 0.12905046
#> 3 -1.419780e-01 0.17279319
#> 4 -1.823903e-01 0.06344861
#> 5 -2.912555e-01 0.12066305
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 -1.076422e-07 0.07980185
#> 10 -2.504155e-01 0.12237908
#> 11 -3.031899e-01 0.01061280
#> 12 -2.677088e-01 0.15173773
#> 13 -9.747187e-02 0.02454208
#> 14 -2.504156e-01 0.32645102
#> 15 -2.785133e-01 0.06857068
#> 16 0.000000e+00 0.06403258
#> 17 -4.966970e-02 0.01232420
#> 18 0.000000e+00 0.00000000
#> 19 -1.419758e-01 0.07470845
#> 20 0.000000e+00 0.00000000
#> 21 -9.747226e-02 0.01717014
#> 22 -3.031974e-01 0.07796207
#> 23 0.000000e+00 0.16507281
#> 24 -1.823909e-01 0.10751282
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 -2.912555e-01 0.21512975
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -0.19827639
#> 2 4.238413e-07 -0.18532772
#> 3 1.708820e-06 -0.28119287
#> 4 0.000000e+00 -0.08721721
#> 5 4.171136e-07 -0.18199123
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 -1.076422e-07 -0.09747409
#> 10 2.085568e-07 -0.15158721
#> 11 4.305689e-07 -0.02758877
#> 12 2.119206e-07 -0.21536762
#> 13 -1.009146e-07 -0.02548262
#> 14 1.695365e-06 -0.16105880
#> 15 1.614633e-07 -0.14442093
#> 16 0.000000e+00 -0.18239155
#> 17 -1.506991e-06 -0.06623863
#> 18 0.000000e+00 0.00000000
#> 19 0.000000e+00 -0.10219718
#> 20 0.000000e+00 0.00000000
#> 21 -6.872083e-03 -0.02892287
#> 22 1.708820e-06 -0.16873413
#> 23 0.000000e+00 -0.21848965
#> 24 8.073167e-08 -0.13827989
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 8.476826e-07 -0.33891614
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#>
#> $individual_inferences$upper_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 3.248774e-01
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -2.716813e-07
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 1.139210e-06 1.744341e-01
#> 2 -1.419764e-01 1.576644e-01
#> 3 2.126505e-06 2.186153e-01
#> 4 1.890719e-06 8.392516e-02
#> 5 -1.627199e-01 1.565026e-01
#> 6 4.509185e-07 1.823495e-05
#> 7 0.000000e+00 2.339399e-05
#> 8 0.000000e+00 3.734027e-06
#> 9 -1.076422e-07 1.120977e-01
#> 10 -9.747171e-02 1.347899e-01
#> 11 -1.823828e-01 3.179348e-02
#> 12 -1.246366e-01 1.747546e-01
#> 13 2.606899e-06 3.500210e-02
#> 14 -9.747073e-02 3.882986e-01
#> 15 -1.419752e-01 1.202174e-01
#> 16 0.000000e+00 1.241829e-01
#> 17 1.394166e-05 3.687688e-02
#> 18 0.000000e+00 1.785633e-05
#> 19 1.654658e-06 9.264320e-02
#> 20 9.886287e-07 1.313644e-05
#> 21 4.176917e-06 3.087011e-02
#> 22 -1.823913e-01 1.356940e-01
#> 23 0.000000e+00 1.806185e-01
#> 24 5.964684e-07 1.186431e-01
#> 25 0.000000e+00 8.614831e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 2.207469e-05
#> 28 -1.627198e-01 2.542002e-01
#> 29 0.000000e+00 2.906392e-05
#> 30 8.650037e-07 1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -4.468532e-02
#> 2 4.238413e-07 -9.925181e-02
#> 3 1.708820e-06 -9.659356e-02
#> 4 0.000000e+00 -2.423273e-02
#> 5 4.171136e-07 -9.103424e-02
#> 6 0.000000e+00 2.167430e-06
#> 7 0.000000e+00 6.586473e-06
#> 8 0.000000e+00 8.743405e-07
#> 9 -1.076422e-07 4.872594e-06
#> 10 2.085568e-07 -6.831878e-02
#> 11 4.305689e-07 2.662699e-05
#> 12 2.119206e-07 -1.396386e-01
#> 13 -1.009146e-07 6.068898e-06
#> 14 1.695365e-06 -7.934998e-02
#> 15 1.614633e-07 -5.060377e-02
#> 16 0.000000e+00 1.338811e-05
#> 17 -1.506991e-06 -3.117925e-02
#> 18 0.000000e+00 8.926425e-07
#> 19 0.000000e+00 -4.873998e-02
#> 20 0.000000e+00 5.044662e-06
#> 21 1.392007e-05 9.173772e-06
#> 22 1.708820e-06 -7.092534e-02
#> 23 0.000000e+00 -4.966640e-02
#> 24 8.073167e-08 -7.956420e-02
#> 25 0.000000e+00 1.501920e-06
#> 26 0.000000e+00 2.008037e-05
#> 27 0.000000e+00 2.783859e-06
#> 28 8.476826e-07 -1.665670e-01
#> 29 0.000000e+00 1.138000e-05
#> 30 0.000000e+00 3.414352e-06
#>
#>
get_fcmconfr_inferences(ex_tfn_fcmconfr, analysis = c("individual", "aggregate"))
#> $individual_inferences
#> $individual_inferences$tfn_df
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 adj_matrix_1 1, 1, 1
#> 2 adj_matrix_2 1, 1, 1
#> 3 adj_matrix_3 1, 1, 1
#> 4 adj_matrix_4 1, 1, 1
#> 5 adj_matrix_5 1, 1, 1
#> 6 adj_matrix_6 1, 1, 1
#> 7 adj_matrix_7 1, 1, 1
#> 8 adj_matrix_8 1, 1, 1
#> 9 adj_matrix_9 1, 1, 1
#> 10 adj_matrix_10 1, 1, 1
#> 11 adj_matrix_11 1, 1, 1
#> 12 adj_matrix_12 1, 1, 1
#> 13 adj_matrix_13 1, 1, 1
#> 14 adj_matrix_14 1, 1, 1
#> 15 adj_matrix_15 1, 1, 1
#> 16 adj_matrix_16 1, 1, 1
#> 17 adj_matrix_17 1, 1, 1
#> 18 adj_matrix_18 1, 1, 1
#> 19 adj_matrix_19 1, 1, 1
#> 20 adj_matrix_20 1, 1, 1
#> 21 adj_matrix_21 1, 1, 1
#> 22 adj_matrix_22 1, 1, 1
#> 23 adj_matrix_23 1, 1, 1
#> 24 adj_matrix_24 1, 1, 1
#> 25 adj_matrix_25 1, 1, 1
#> 26 adj_matrix_26 1, 1, 1
#> 27 adj_matrix_27 1, 1, 1
#> 28 adj_matrix_28 1, 1, 1
#> 29 adj_matrix_29 1, 1, 1
#> 30 adj_matrix_30 1, 1, 1
#> Public.Education.Programs
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07, 4.238413e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0.04966368, 0.21848409, 0.32487741
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 3.767478e-07, 3.767478e-07, 3.767478e-07
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 -7.287071e-06, -3.781633e-06, -2.716813e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0, 0, 0
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 3.767478e-07, 3.767478e-07, 3.767478e-07
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salts.Added.by.Winter.Maintenance.Activities
#> 1 -2.649185e-01, -1.202008e-01, 1.139210e-06
#> 2 -0.3439474, -0.2785144, -0.1419764
#> 3 -2.785162e-01, -1.419780e-01, 2.126505e-06
#> 4 -3.031965e-01, -1.823903e-01, 1.890719e-06
#> 5 -0.3439469, -0.2912555, -0.1627199
#> 6 -4.509185e-07, 0.000000e+00, 4.509185e-07
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 -0.34394686, -0.25041551, -0.09747171
#> 11 -0.3439440, -0.3031899, -0.1823828
#> 12 -0.3439472, -0.2677088, -0.1246366
#> 13 -2.504161e-01, -9.747187e-02, 2.606899e-06
#> 14 -0.34394690, -0.25041556, -0.09747073
#> 15 -0.3439467, -0.2785133, -0.1419752
#> 16 0, 0, 0
#> 17 -2.184904e-01, -4.966970e-02, 1.394166e-05
#> 18 0, 0, 0
#> 19 -2.785142e-01, -1.419758e-01, 1.654658e-06
#> 20 -9.886287e-07, 0.000000e+00, 9.886287e-07
#> 21 -2.504168e-01, -9.747226e-02, 4.176917e-06
#> 22 -0.3439486, -0.3031974, -0.1823913
#> 23 0, 0, 0
#> 24 -3.031964e-01, -1.823909e-01, 5.964684e-07
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 -0.3439469, -0.2912555, -0.1627198
#> 29 0, 0, 0
#> 30 -8.650037e-07, 0.000000e+00, 8.650037e-07
#> Ecosystem.Health
#> 1 0.06562469, 0.13535978, 0.17443415
#> 2 0.06670194, 0.12905046, 0.15766445
#> 3 0.08583128, 0.17279319, 0.21861527
#> 4 0.02984654, 0.06344861, 0.08392516
#> 5 0.05803894, 0.12066305, 0.15650258
#> 6 -1.823495e-05, 0.000000e+00, 1.823495e-05
#> 7 -2.339399e-05, 0.000000e+00, 2.339399e-05
#> 8 -3.734027e-06, 0.000000e+00, 3.734027e-06
#> 9 0.03467809, 0.07980185, 0.11209770
#> 10 0.06987573, 0.12237908, 0.13478990
#> 11 -0.0000315184, 0.0106128025, 0.0317934762
#> 12 0.08394626, 0.15173773, 0.17475462
#> 13 0.01053170, 0.02454208, 0.03500210
#> 14 0.1781593, 0.3264510, 0.3882986
#> 15 0.01385923, 0.06857068, 0.12021737
#> 16 -9.634720e-07, 6.403258e-02, 1.241829e-01
#> 17 -2.132187e-05, 1.232420e-02, 3.687688e-02
#> 18 -1.785633e-05, 0.000000e+00, 1.785633e-05
#> 19 0.03776046, 0.07470845, 0.09264320
#> 20 -1.313644e-05, 0.000000e+00, 1.313644e-05
#> 21 0.003418647, 0.017170139, 0.030870109
#> 22 0.01581755, 0.07796207, 0.13569403
#> 23 0.09639699, 0.16507281, 0.18061849
#> 24 0.06100563, 0.10751282, 0.11864309
#> 25 -8.614831e-06, 0.000000e+00, 8.614831e-06
#> 26 0, 0, 0
#> 27 -2.207469e-05, 0.000000e+00, 2.207469e-05
#> 28 0.1179967, 0.2151298, 0.2542002
#> 29 -2.906392e-05, 0.000000e+00, 2.906392e-05
#> 30 -1.548227e-05, 0.000000e+00, 1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07, 4.238413e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0, 0, 0
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 -2.060992e-02, -6.872083e-03, 1.392007e-05
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salinization.of.the.Reservoir
#> 1 -0.32624208, -0.19827639, -0.04468532
#> 2 -0.22174705, -0.18532772, -0.09925181
#> 3 -0.37279803, -0.28119287, -0.09659356
#> 4 -0.14517113, -0.08721721, -0.02423273
#> 5 -0.22912750, -0.18199123, -0.09103424
#> 6 -2.16743e-06, 0.00000e+00, 2.16743e-06
#> 7 -6.586473e-06, 0.000000e+00, 6.586473e-06
#> 8 -8.743405e-07, 0.000000e+00, 8.743405e-07
#> 9 -2.504205e-01, -9.747409e-02, 4.872594e-06
#> 10 -0.20499898, -0.15158721, -0.06831878
#> 11 -1.318708e-01, -2.758877e-02, 2.662699e-05
#> 12 -0.2153682, -0.2153676, -0.1396386
#> 13 -7.988033e-02, -2.548262e-02, 6.068898e-06
#> 14 -0.20499585, -0.16105880, -0.07934998
#> 15 -0.22173773, -0.14442093, -0.05060377
#> 16 -3.032049e-01, -1.823915e-01, 1.338811e-05
#> 17 -0.08755650, -0.06623863, -0.03117925
#> 18 -8.926425e-07, 0.000000e+00, 8.926425e-07
#> 19 -0.13352584, -0.10219718, -0.04873998
#> 20 -5.044662e-06, 0.000000e+00, 5.044662e-06
#> 21 -7.426995e-02, -2.892287e-02, 9.173772e-06
#> 22 -0.23592075, -0.16873413, -0.07092534
#> 23 -0.3248824, -0.2184897, -0.0496664
#> 24 -0.1519497, -0.1382799, -0.0795642
#> 25 -1.50192e-06, 0.00000e+00, 1.50192e-06
#> 26 -2.008037e-05, 0.000000e+00, 2.008037e-05
#> 27 -2.783859e-06, 0.000000e+00, 2.783859e-06
#> 28 -0.4136693, -0.3389161, -0.1665670
#> 29 -1.138e-05, 0.000e+00, 1.138e-05
#> 30 -3.414352e-06, 0.000000e+00, 3.414352e-06
#>
#> $individual_inferences$lower_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 4.966368e-02
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -7.287071e-06
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01 6.562469e-02
#> 2 -3.439474e-01 6.670194e-02
#> 3 -2.785162e-01 8.583128e-02
#> 4 -3.031965e-01 2.984654e-02
#> 5 -3.439469e-01 5.803894e-02
#> 6 -4.509185e-07 -1.823495e-05
#> 7 0.000000e+00 -2.339399e-05
#> 8 0.000000e+00 -3.734027e-06
#> 9 -1.076422e-07 3.467809e-02
#> 10 -3.439469e-01 6.987573e-02
#> 11 -3.439440e-01 -3.151840e-05
#> 12 -3.439472e-01 8.394626e-02
#> 13 -2.504161e-01 1.053170e-02
#> 14 -3.439469e-01 1.781593e-01
#> 15 -3.439467e-01 1.385923e-02
#> 16 0.000000e+00 -9.634720e-07
#> 17 -2.184904e-01 -2.132187e-05
#> 18 0.000000e+00 -1.785633e-05
#> 19 -2.785142e-01 3.776046e-02
#> 20 -9.886287e-07 -1.313644e-05
#> 21 -2.504168e-01 3.418647e-03
#> 22 -3.439486e-01 1.581755e-02
#> 23 0.000000e+00 9.639699e-02
#> 24 -3.031964e-01 6.100563e-02
#> 25 0.000000e+00 -8.614831e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 -2.207469e-05
#> 28 -3.439469e-01 1.179967e-01
#> 29 0.000000e+00 -2.906392e-05
#> 30 -8.650037e-07 -1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -3.262421e-01
#> 2 4.238413e-07 -2.217470e-01
#> 3 1.708820e-06 -3.727980e-01
#> 4 0.000000e+00 -1.451711e-01
#> 5 4.171136e-07 -2.291275e-01
#> 6 0.000000e+00 -2.167430e-06
#> 7 0.000000e+00 -6.586473e-06
#> 8 0.000000e+00 -8.743405e-07
#> 9 -1.076422e-07 -2.504205e-01
#> 10 2.085568e-07 -2.049990e-01
#> 11 4.305689e-07 -1.318708e-01
#> 12 2.119206e-07 -2.153682e-01
#> 13 -1.009146e-07 -7.988033e-02
#> 14 1.695365e-06 -2.049958e-01
#> 15 1.614633e-07 -2.217377e-01
#> 16 0.000000e+00 -3.032049e-01
#> 17 -1.506991e-06 -8.755650e-02
#> 18 0.000000e+00 -8.926425e-07
#> 19 0.000000e+00 -1.335258e-01
#> 20 0.000000e+00 -5.044662e-06
#> 21 -2.060992e-02 -7.426995e-02
#> 22 1.708820e-06 -2.359207e-01
#> 23 0.000000e+00 -3.248824e-01
#> 24 8.073167e-08 -1.519497e-01
#> 25 0.000000e+00 -1.501920e-06
#> 26 0.000000e+00 -2.008037e-05
#> 27 0.000000e+00 -2.783859e-06
#> 28 8.476826e-07 -4.136693e-01
#> 29 0.000000e+00 -1.138000e-05
#> 30 0.000000e+00 -3.414352e-06
#>
#> $individual_inferences$mode_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 2.184841e-01
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -3.781633e-06
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -1.202008e-01 0.13535978
#> 2 -2.785144e-01 0.12905046
#> 3 -1.419780e-01 0.17279319
#> 4 -1.823903e-01 0.06344861
#> 5 -2.912555e-01 0.12066305
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 -1.076422e-07 0.07980185
#> 10 -2.504155e-01 0.12237908
#> 11 -3.031899e-01 0.01061280
#> 12 -2.677088e-01 0.15173773
#> 13 -9.747187e-02 0.02454208
#> 14 -2.504156e-01 0.32645102
#> 15 -2.785133e-01 0.06857068
#> 16 0.000000e+00 0.06403258
#> 17 -4.966970e-02 0.01232420
#> 18 0.000000e+00 0.00000000
#> 19 -1.419758e-01 0.07470845
#> 20 0.000000e+00 0.00000000
#> 21 -9.747226e-02 0.01717014
#> 22 -3.031974e-01 0.07796207
#> 23 0.000000e+00 0.16507281
#> 24 -1.823909e-01 0.10751282
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 -2.912555e-01 0.21512975
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -0.19827639
#> 2 4.238413e-07 -0.18532772
#> 3 1.708820e-06 -0.28119287
#> 4 0.000000e+00 -0.08721721
#> 5 4.171136e-07 -0.18199123
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 -1.076422e-07 -0.09747409
#> 10 2.085568e-07 -0.15158721
#> 11 4.305689e-07 -0.02758877
#> 12 2.119206e-07 -0.21536762
#> 13 -1.009146e-07 -0.02548262
#> 14 1.695365e-06 -0.16105880
#> 15 1.614633e-07 -0.14442093
#> 16 0.000000e+00 -0.18239155
#> 17 -1.506991e-06 -0.06623863
#> 18 0.000000e+00 0.00000000
#> 19 0.000000e+00 -0.10219718
#> 20 0.000000e+00 0.00000000
#> 21 -6.872083e-03 -0.02892287
#> 22 1.708820e-06 -0.16873413
#> 23 0.000000e+00 -0.21848965
#> 24 8.073167e-08 -0.13827989
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 8.476826e-07 -0.33891614
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#>
#> $individual_inferences$upper_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 3.248774e-01
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -2.716813e-07
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 1.139210e-06 1.744341e-01
#> 2 -1.419764e-01 1.576644e-01
#> 3 2.126505e-06 2.186153e-01
#> 4 1.890719e-06 8.392516e-02
#> 5 -1.627199e-01 1.565026e-01
#> 6 4.509185e-07 1.823495e-05
#> 7 0.000000e+00 2.339399e-05
#> 8 0.000000e+00 3.734027e-06
#> 9 -1.076422e-07 1.120977e-01
#> 10 -9.747171e-02 1.347899e-01
#> 11 -1.823828e-01 3.179348e-02
#> 12 -1.246366e-01 1.747546e-01
#> 13 2.606899e-06 3.500210e-02
#> 14 -9.747073e-02 3.882986e-01
#> 15 -1.419752e-01 1.202174e-01
#> 16 0.000000e+00 1.241829e-01
#> 17 1.394166e-05 3.687688e-02
#> 18 0.000000e+00 1.785633e-05
#> 19 1.654658e-06 9.264320e-02
#> 20 9.886287e-07 1.313644e-05
#> 21 4.176917e-06 3.087011e-02
#> 22 -1.823913e-01 1.356940e-01
#> 23 0.000000e+00 1.806185e-01
#> 24 5.964684e-07 1.186431e-01
#> 25 0.000000e+00 8.614831e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 2.207469e-05
#> 28 -1.627198e-01 2.542002e-01
#> 29 0.000000e+00 2.906392e-05
#> 30 8.650037e-07 1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -4.468532e-02
#> 2 4.238413e-07 -9.925181e-02
#> 3 1.708820e-06 -9.659356e-02
#> 4 0.000000e+00 -2.423273e-02
#> 5 4.171136e-07 -9.103424e-02
#> 6 0.000000e+00 2.167430e-06
#> 7 0.000000e+00 6.586473e-06
#> 8 0.000000e+00 8.743405e-07
#> 9 -1.076422e-07 4.872594e-06
#> 10 2.085568e-07 -6.831878e-02
#> 11 4.305689e-07 2.662699e-05
#> 12 2.119206e-07 -1.396386e-01
#> 13 -1.009146e-07 6.068898e-06
#> 14 1.695365e-06 -7.934998e-02
#> 15 1.614633e-07 -5.060377e-02
#> 16 0.000000e+00 1.338811e-05
#> 17 -1.506991e-06 -3.117925e-02
#> 18 0.000000e+00 8.926425e-07
#> 19 0.000000e+00 -4.873998e-02
#> 20 0.000000e+00 5.044662e-06
#> 21 1.392007e-05 9.173772e-06
#> 22 1.708820e-06 -7.092534e-02
#> 23 0.000000e+00 -4.966640e-02
#> 24 8.073167e-08 -7.956420e-02
#> 25 0.000000e+00 1.501920e-06
#> 26 0.000000e+00 2.008037e-05
#> 27 0.000000e+00 2.783859e-06
#> 28 8.476826e-07 -1.665670e-01
#> 29 0.000000e+00 1.138000e-05
#> 30 0.000000e+00 3.414352e-06
#>
#>
#> $aggregate_inferences
#> node
#> Guidance.Docs.for.Salt.Management Guidance.Docs.for.Salt.Management
#> Public.Education.Programs Public.Education.Programs
#> Salts.Added.during.Water.Treatment Salts.Added.during.Water.Treatment
#> Salts.Added.by.Winter.Maintenance.Activities Salts.Added.by.Winter.Maintenance.Activities
#> Ecosystem.Health Ecosystem.Health
#> Public.Awareness.of.Reservoir.Salinization Public.Awareness.of.Reservoir.Salinization
#> Salinization.of.the.Reservoir Salinization.of.the.Reservoir
#> crisp lower
#> Guidance.Docs.for.Salt.Management 1.0000000000 1.000000000
#> Public.Education.Programs 0.0083299458 0.001666766
#> Salts.Added.during.Water.Treatment -0.0001387161 -0.000249858
#> Salts.Added.by.Winter.Maintenance.Activities -0.1314510965 -0.212402560
#> Ecosystem.Health 0.0764263364 0.033610635
#> Public.Awareness.of.Reservoir.Salinization -0.0010549501 -0.002374269
#> Salinization.of.the.Reservoir -0.1187321006 -0.187328607
#> mode upper
#> Guidance.Docs.for.Salt.Management 1.0000000000 1.000000e+00
#> Public.Education.Programs 0.0083319182 1.499115e-02
#> Salts.Added.during.Water.Treatment -0.0001387161 -2.757432e-05
#> Salts.Added.by.Winter.Maintenance.Activities -0.1359080809 -4.604265e-02
#> Ecosystem.Health 0.0803366216 1.153318e-01
#> Public.Awareness.of.Reservoir.Salinization -0.0007911801 5.982716e-07
#> Salinization.of.the.Reservoir -0.1241399760 -4.472772e-02
#>
get_fcmconfr_inferences(ex_tfn_fcmconfr, analysis = c("individual", "aggregate", "mc"))
#> $individual_inferences
#> $individual_inferences$tfn_df
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 adj_matrix_1 1, 1, 1
#> 2 adj_matrix_2 1, 1, 1
#> 3 adj_matrix_3 1, 1, 1
#> 4 adj_matrix_4 1, 1, 1
#> 5 adj_matrix_5 1, 1, 1
#> 6 adj_matrix_6 1, 1, 1
#> 7 adj_matrix_7 1, 1, 1
#> 8 adj_matrix_8 1, 1, 1
#> 9 adj_matrix_9 1, 1, 1
#> 10 adj_matrix_10 1, 1, 1
#> 11 adj_matrix_11 1, 1, 1
#> 12 adj_matrix_12 1, 1, 1
#> 13 adj_matrix_13 1, 1, 1
#> 14 adj_matrix_14 1, 1, 1
#> 15 adj_matrix_15 1, 1, 1
#> 16 adj_matrix_16 1, 1, 1
#> 17 adj_matrix_17 1, 1, 1
#> 18 adj_matrix_18 1, 1, 1
#> 19 adj_matrix_19 1, 1, 1
#> 20 adj_matrix_20 1, 1, 1
#> 21 adj_matrix_21 1, 1, 1
#> 22 adj_matrix_22 1, 1, 1
#> 23 adj_matrix_23 1, 1, 1
#> 24 adj_matrix_24 1, 1, 1
#> 25 adj_matrix_25 1, 1, 1
#> 26 adj_matrix_26 1, 1, 1
#> 27 adj_matrix_27 1, 1, 1
#> 28 adj_matrix_28 1, 1, 1
#> 29 adj_matrix_29 1, 1, 1
#> 30 adj_matrix_30 1, 1, 1
#> Public.Education.Programs
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07, 4.238413e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0.04966368, 0.21848409, 0.32487741
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 3.767478e-07, 3.767478e-07, 3.767478e-07
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 -7.287071e-06, -3.781633e-06, -2.716813e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0, 0, 0
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 3.767478e-07, 3.767478e-07, 3.767478e-07
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salts.Added.by.Winter.Maintenance.Activities
#> 1 -2.649185e-01, -1.202008e-01, 1.139210e-06
#> 2 -0.3439474, -0.2785144, -0.1419764
#> 3 -2.785162e-01, -1.419780e-01, 2.126505e-06
#> 4 -3.031965e-01, -1.823903e-01, 1.890719e-06
#> 5 -0.3439469, -0.2912555, -0.1627199
#> 6 -4.509185e-07, 0.000000e+00, 4.509185e-07
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 -0.34394686, -0.25041551, -0.09747171
#> 11 -0.3439440, -0.3031899, -0.1823828
#> 12 -0.3439472, -0.2677088, -0.1246366
#> 13 -2.504161e-01, -9.747187e-02, 2.606899e-06
#> 14 -0.34394690, -0.25041556, -0.09747073
#> 15 -0.3439467, -0.2785133, -0.1419752
#> 16 0, 0, 0
#> 17 -2.184904e-01, -4.966970e-02, 1.394166e-05
#> 18 0, 0, 0
#> 19 -2.785142e-01, -1.419758e-01, 1.654658e-06
#> 20 -9.886287e-07, 0.000000e+00, 9.886287e-07
#> 21 -2.504168e-01, -9.747226e-02, 4.176917e-06
#> 22 -0.3439486, -0.3031974, -0.1823913
#> 23 0, 0, 0
#> 24 -3.031964e-01, -1.823909e-01, 5.964684e-07
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 -0.3439469, -0.2912555, -0.1627198
#> 29 0, 0, 0
#> 30 -8.650037e-07, 0.000000e+00, 8.650037e-07
#> Ecosystem.Health
#> 1 0.06562469, 0.13535978, 0.17443415
#> 2 0.06670194, 0.12905046, 0.15766445
#> 3 0.08583128, 0.17279319, 0.21861527
#> 4 0.02984654, 0.06344861, 0.08392516
#> 5 0.05803894, 0.12066305, 0.15650258
#> 6 -1.823495e-05, 0.000000e+00, 1.823495e-05
#> 7 -2.339399e-05, 0.000000e+00, 2.339399e-05
#> 8 -3.734027e-06, 0.000000e+00, 3.734027e-06
#> 9 0.03467809, 0.07980185, 0.11209770
#> 10 0.06987573, 0.12237908, 0.13478990
#> 11 -0.0000315184, 0.0106128025, 0.0317934762
#> 12 0.08394626, 0.15173773, 0.17475462
#> 13 0.01053170, 0.02454208, 0.03500210
#> 14 0.1781593, 0.3264510, 0.3882986
#> 15 0.01385923, 0.06857068, 0.12021737
#> 16 -9.634720e-07, 6.403258e-02, 1.241829e-01
#> 17 -2.132187e-05, 1.232420e-02, 3.687688e-02
#> 18 -1.785633e-05, 0.000000e+00, 1.785633e-05
#> 19 0.03776046, 0.07470845, 0.09264320
#> 20 -1.313644e-05, 0.000000e+00, 1.313644e-05
#> 21 0.003418647, 0.017170139, 0.030870109
#> 22 0.01581755, 0.07796207, 0.13569403
#> 23 0.09639699, 0.16507281, 0.18061849
#> 24 0.06100563, 0.10751282, 0.11864309
#> 25 -8.614831e-06, 0.000000e+00, 8.614831e-06
#> 26 0, 0, 0
#> 27 -2.207469e-05, 0.000000e+00, 2.207469e-05
#> 28 0.1179967, 0.2151298, 0.2542002
#> 29 -2.906392e-05, 0.000000e+00, 2.906392e-05
#> 30 -1.548227e-05, 0.000000e+00, 1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07, 4.238413e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0, 0, 0
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 -2.060992e-02, -6.872083e-03, 1.392007e-05
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salinization.of.the.Reservoir
#> 1 -0.32624208, -0.19827639, -0.04468532
#> 2 -0.22174705, -0.18532772, -0.09925181
#> 3 -0.37279803, -0.28119287, -0.09659356
#> 4 -0.14517113, -0.08721721, -0.02423273
#> 5 -0.22912750, -0.18199123, -0.09103424
#> 6 -2.16743e-06, 0.00000e+00, 2.16743e-06
#> 7 -6.586473e-06, 0.000000e+00, 6.586473e-06
#> 8 -8.743405e-07, 0.000000e+00, 8.743405e-07
#> 9 -2.504205e-01, -9.747409e-02, 4.872594e-06
#> 10 -0.20499898, -0.15158721, -0.06831878
#> 11 -1.318708e-01, -2.758877e-02, 2.662699e-05
#> 12 -0.2153682, -0.2153676, -0.1396386
#> 13 -7.988033e-02, -2.548262e-02, 6.068898e-06
#> 14 -0.20499585, -0.16105880, -0.07934998
#> 15 -0.22173773, -0.14442093, -0.05060377
#> 16 -3.032049e-01, -1.823915e-01, 1.338811e-05
#> 17 -0.08755650, -0.06623863, -0.03117925
#> 18 -8.926425e-07, 0.000000e+00, 8.926425e-07
#> 19 -0.13352584, -0.10219718, -0.04873998
#> 20 -5.044662e-06, 0.000000e+00, 5.044662e-06
#> 21 -7.426995e-02, -2.892287e-02, 9.173772e-06
#> 22 -0.23592075, -0.16873413, -0.07092534
#> 23 -0.3248824, -0.2184897, -0.0496664
#> 24 -0.1519497, -0.1382799, -0.0795642
#> 25 -1.50192e-06, 0.00000e+00, 1.50192e-06
#> 26 -2.008037e-05, 0.000000e+00, 2.008037e-05
#> 27 -2.783859e-06, 0.000000e+00, 2.783859e-06
#> 28 -0.4136693, -0.3389161, -0.1665670
#> 29 -1.138e-05, 0.000e+00, 1.138e-05
#> 30 -3.414352e-06, 0.000000e+00, 3.414352e-06
#>
#> $individual_inferences$lower_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 4.966368e-02
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -7.287071e-06
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01 6.562469e-02
#> 2 -3.439474e-01 6.670194e-02
#> 3 -2.785162e-01 8.583128e-02
#> 4 -3.031965e-01 2.984654e-02
#> 5 -3.439469e-01 5.803894e-02
#> 6 -4.509185e-07 -1.823495e-05
#> 7 0.000000e+00 -2.339399e-05
#> 8 0.000000e+00 -3.734027e-06
#> 9 -1.076422e-07 3.467809e-02
#> 10 -3.439469e-01 6.987573e-02
#> 11 -3.439440e-01 -3.151840e-05
#> 12 -3.439472e-01 8.394626e-02
#> 13 -2.504161e-01 1.053170e-02
#> 14 -3.439469e-01 1.781593e-01
#> 15 -3.439467e-01 1.385923e-02
#> 16 0.000000e+00 -9.634720e-07
#> 17 -2.184904e-01 -2.132187e-05
#> 18 0.000000e+00 -1.785633e-05
#> 19 -2.785142e-01 3.776046e-02
#> 20 -9.886287e-07 -1.313644e-05
#> 21 -2.504168e-01 3.418647e-03
#> 22 -3.439486e-01 1.581755e-02
#> 23 0.000000e+00 9.639699e-02
#> 24 -3.031964e-01 6.100563e-02
#> 25 0.000000e+00 -8.614831e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 -2.207469e-05
#> 28 -3.439469e-01 1.179967e-01
#> 29 0.000000e+00 -2.906392e-05
#> 30 -8.650037e-07 -1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -3.262421e-01
#> 2 4.238413e-07 -2.217470e-01
#> 3 1.708820e-06 -3.727980e-01
#> 4 0.000000e+00 -1.451711e-01
#> 5 4.171136e-07 -2.291275e-01
#> 6 0.000000e+00 -2.167430e-06
#> 7 0.000000e+00 -6.586473e-06
#> 8 0.000000e+00 -8.743405e-07
#> 9 -1.076422e-07 -2.504205e-01
#> 10 2.085568e-07 -2.049990e-01
#> 11 4.305689e-07 -1.318708e-01
#> 12 2.119206e-07 -2.153682e-01
#> 13 -1.009146e-07 -7.988033e-02
#> 14 1.695365e-06 -2.049958e-01
#> 15 1.614633e-07 -2.217377e-01
#> 16 0.000000e+00 -3.032049e-01
#> 17 -1.506991e-06 -8.755650e-02
#> 18 0.000000e+00 -8.926425e-07
#> 19 0.000000e+00 -1.335258e-01
#> 20 0.000000e+00 -5.044662e-06
#> 21 -2.060992e-02 -7.426995e-02
#> 22 1.708820e-06 -2.359207e-01
#> 23 0.000000e+00 -3.248824e-01
#> 24 8.073167e-08 -1.519497e-01
#> 25 0.000000e+00 -1.501920e-06
#> 26 0.000000e+00 -2.008037e-05
#> 27 0.000000e+00 -2.783859e-06
#> 28 8.476826e-07 -4.136693e-01
#> 29 0.000000e+00 -1.138000e-05
#> 30 0.000000e+00 -3.414352e-06
#>
#> $individual_inferences$mode_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 2.184841e-01
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -3.781633e-06
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -1.202008e-01 0.13535978
#> 2 -2.785144e-01 0.12905046
#> 3 -1.419780e-01 0.17279319
#> 4 -1.823903e-01 0.06344861
#> 5 -2.912555e-01 0.12066305
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 -1.076422e-07 0.07980185
#> 10 -2.504155e-01 0.12237908
#> 11 -3.031899e-01 0.01061280
#> 12 -2.677088e-01 0.15173773
#> 13 -9.747187e-02 0.02454208
#> 14 -2.504156e-01 0.32645102
#> 15 -2.785133e-01 0.06857068
#> 16 0.000000e+00 0.06403258
#> 17 -4.966970e-02 0.01232420
#> 18 0.000000e+00 0.00000000
#> 19 -1.419758e-01 0.07470845
#> 20 0.000000e+00 0.00000000
#> 21 -9.747226e-02 0.01717014
#> 22 -3.031974e-01 0.07796207
#> 23 0.000000e+00 0.16507281
#> 24 -1.823909e-01 0.10751282
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 -2.912555e-01 0.21512975
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -0.19827639
#> 2 4.238413e-07 -0.18532772
#> 3 1.708820e-06 -0.28119287
#> 4 0.000000e+00 -0.08721721
#> 5 4.171136e-07 -0.18199123
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 -1.076422e-07 -0.09747409
#> 10 2.085568e-07 -0.15158721
#> 11 4.305689e-07 -0.02758877
#> 12 2.119206e-07 -0.21536762
#> 13 -1.009146e-07 -0.02548262
#> 14 1.695365e-06 -0.16105880
#> 15 1.614633e-07 -0.14442093
#> 16 0.000000e+00 -0.18239155
#> 17 -1.506991e-06 -0.06623863
#> 18 0.000000e+00 0.00000000
#> 19 0.000000e+00 -0.10219718
#> 20 0.000000e+00 0.00000000
#> 21 -6.872083e-03 -0.02892287
#> 22 1.708820e-06 -0.16873413
#> 23 0.000000e+00 -0.21848965
#> 24 8.073167e-08 -0.13827989
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 8.476826e-07 -0.33891614
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#>
#> $individual_inferences$upper_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 3.248774e-01
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -2.716813e-07
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 1.139210e-06 1.744341e-01
#> 2 -1.419764e-01 1.576644e-01
#> 3 2.126505e-06 2.186153e-01
#> 4 1.890719e-06 8.392516e-02
#> 5 -1.627199e-01 1.565026e-01
#> 6 4.509185e-07 1.823495e-05
#> 7 0.000000e+00 2.339399e-05
#> 8 0.000000e+00 3.734027e-06
#> 9 -1.076422e-07 1.120977e-01
#> 10 -9.747171e-02 1.347899e-01
#> 11 -1.823828e-01 3.179348e-02
#> 12 -1.246366e-01 1.747546e-01
#> 13 2.606899e-06 3.500210e-02
#> 14 -9.747073e-02 3.882986e-01
#> 15 -1.419752e-01 1.202174e-01
#> 16 0.000000e+00 1.241829e-01
#> 17 1.394166e-05 3.687688e-02
#> 18 0.000000e+00 1.785633e-05
#> 19 1.654658e-06 9.264320e-02
#> 20 9.886287e-07 1.313644e-05
#> 21 4.176917e-06 3.087011e-02
#> 22 -1.823913e-01 1.356940e-01
#> 23 0.000000e+00 1.806185e-01
#> 24 5.964684e-07 1.186431e-01
#> 25 0.000000e+00 8.614831e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 2.207469e-05
#> 28 -1.627198e-01 2.542002e-01
#> 29 0.000000e+00 2.906392e-05
#> 30 8.650037e-07 1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -4.468532e-02
#> 2 4.238413e-07 -9.925181e-02
#> 3 1.708820e-06 -9.659356e-02
#> 4 0.000000e+00 -2.423273e-02
#> 5 4.171136e-07 -9.103424e-02
#> 6 0.000000e+00 2.167430e-06
#> 7 0.000000e+00 6.586473e-06
#> 8 0.000000e+00 8.743405e-07
#> 9 -1.076422e-07 4.872594e-06
#> 10 2.085568e-07 -6.831878e-02
#> 11 4.305689e-07 2.662699e-05
#> 12 2.119206e-07 -1.396386e-01
#> 13 -1.009146e-07 6.068898e-06
#> 14 1.695365e-06 -7.934998e-02
#> 15 1.614633e-07 -5.060377e-02
#> 16 0.000000e+00 1.338811e-05
#> 17 -1.506991e-06 -3.117925e-02
#> 18 0.000000e+00 8.926425e-07
#> 19 0.000000e+00 -4.873998e-02
#> 20 0.000000e+00 5.044662e-06
#> 21 1.392007e-05 9.173772e-06
#> 22 1.708820e-06 -7.092534e-02
#> 23 0.000000e+00 -4.966640e-02
#> 24 8.073167e-08 -7.956420e-02
#> 25 0.000000e+00 1.501920e-06
#> 26 0.000000e+00 2.008037e-05
#> 27 0.000000e+00 2.783859e-06
#> 28 8.476826e-07 -1.665670e-01
#> 29 0.000000e+00 1.138000e-05
#> 30 0.000000e+00 3.414352e-06
#>
#>
#> $aggregate_inferences
#> node
#> Guidance.Docs.for.Salt.Management Guidance.Docs.for.Salt.Management
#> Public.Education.Programs Public.Education.Programs
#> Salts.Added.during.Water.Treatment Salts.Added.during.Water.Treatment
#> Salts.Added.by.Winter.Maintenance.Activities Salts.Added.by.Winter.Maintenance.Activities
#> Ecosystem.Health Ecosystem.Health
#> Public.Awareness.of.Reservoir.Salinization Public.Awareness.of.Reservoir.Salinization
#> Salinization.of.the.Reservoir Salinization.of.the.Reservoir
#> crisp lower
#> Guidance.Docs.for.Salt.Management 1.0000000000 1.000000000
#> Public.Education.Programs 0.0083299458 0.001666766
#> Salts.Added.during.Water.Treatment -0.0001387161 -0.000249858
#> Salts.Added.by.Winter.Maintenance.Activities -0.1314510965 -0.212402560
#> Ecosystem.Health 0.0764263364 0.033610635
#> Public.Awareness.of.Reservoir.Salinization -0.0010549501 -0.002374269
#> Salinization.of.the.Reservoir -0.1187321006 -0.187328607
#> mode upper
#> Guidance.Docs.for.Salt.Management 1.0000000000 1.000000e+00
#> Public.Education.Programs 0.0083319182 1.499115e-02
#> Salts.Added.during.Water.Treatment -0.0001387161 -2.757432e-05
#> Salts.Added.by.Winter.Maintenance.Activities -0.1359080809 -4.604265e-02
#> Ecosystem.Health 0.0803366216 1.153318e-01
#> Public.Awareness.of.Reservoir.Salinization -0.0007911801 5.982716e-07
#> Salinization.of.the.Reservoir -0.1241399760 -4.472772e-02
#>
#> $mc_inferences
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 mc_adj_matrix_1 1
#> 2 mc_adj_matrix_2 1
#> 3 mc_adj_matrix_3 1
#> 4 mc_adj_matrix_4 1
#> 5 mc_adj_matrix_5 1
#> 6 mc_adj_matrix_6 1
#> 7 mc_adj_matrix_7 1
#> 8 mc_adj_matrix_8 1
#> 9 mc_adj_matrix_9 1
#> 10 mc_adj_matrix_10 1
#> 11 mc_adj_matrix_11 1
#> 12 mc_adj_matrix_12 1
#> 13 mc_adj_matrix_13 1
#> 14 mc_adj_matrix_14 1
#> 15 mc_adj_matrix_15 1
#> 16 mc_adj_matrix_16 1
#> 17 mc_adj_matrix_17 1
#> 18 mc_adj_matrix_18 1
#> 19 mc_adj_matrix_19 1
#> 20 mc_adj_matrix_20 1
#> 21 mc_adj_matrix_21 1
#> 22 mc_adj_matrix_22 1
#> 23 mc_adj_matrix_23 1
#> 24 mc_adj_matrix_24 1
#> 25 mc_adj_matrix_25 1
#> 26 mc_adj_matrix_26 1
#> 27 mc_adj_matrix_27 1
#> 28 mc_adj_matrix_28 1
#> 29 mc_adj_matrix_29 1
#> 30 mc_adj_matrix_30 1
#> 31 mc_adj_matrix_31 1
#> 32 mc_adj_matrix_32 1
#> 33 mc_adj_matrix_33 1
#> 34 mc_adj_matrix_34 1
#> 35 mc_adj_matrix_35 1
#> 36 mc_adj_matrix_36 1
#> 37 mc_adj_matrix_37 1
#> 38 mc_adj_matrix_38 1
#> 39 mc_adj_matrix_39 1
#> 40 mc_adj_matrix_40 1
#> 41 mc_adj_matrix_41 1
#> 42 mc_adj_matrix_42 1
#> 43 mc_adj_matrix_43 1
#> 44 mc_adj_matrix_44 1
#> 45 mc_adj_matrix_45 1
#> 46 mc_adj_matrix_46 1
#> 47 mc_adj_matrix_47 1
#> 48 mc_adj_matrix_48 1
#> 49 mc_adj_matrix_49 1
#> 50 mc_adj_matrix_50 1
#> 51 mc_adj_matrix_51 1
#> 52 mc_adj_matrix_52 1
#> 53 mc_adj_matrix_53 1
#> 54 mc_adj_matrix_54 1
#> 55 mc_adj_matrix_55 1
#> 56 mc_adj_matrix_56 1
#> 57 mc_adj_matrix_57 1
#> 58 mc_adj_matrix_58 1
#> 59 mc_adj_matrix_59 1
#> 60 mc_adj_matrix_60 1
#> 61 mc_adj_matrix_61 1
#> 62 mc_adj_matrix_62 1
#> 63 mc_adj_matrix_63 1
#> 64 mc_adj_matrix_64 1
#> 65 mc_adj_matrix_65 1
#> 66 mc_adj_matrix_66 1
#> 67 mc_adj_matrix_67 1
#> 68 mc_adj_matrix_68 1
#> 69 mc_adj_matrix_69 1
#> 70 mc_adj_matrix_70 1
#> 71 mc_adj_matrix_71 1
#> 72 mc_adj_matrix_72 1
#> 73 mc_adj_matrix_73 1
#> 74 mc_adj_matrix_74 1
#> 75 mc_adj_matrix_75 1
#> 76 mc_adj_matrix_76 1
#> 77 mc_adj_matrix_77 1
#> 78 mc_adj_matrix_78 1
#> 79 mc_adj_matrix_79 1
#> 80 mc_adj_matrix_80 1
#> 81 mc_adj_matrix_81 1
#> 82 mc_adj_matrix_82 1
#> 83 mc_adj_matrix_83 1
#> 84 mc_adj_matrix_84 1
#> 85 mc_adj_matrix_85 1
#> 86 mc_adj_matrix_86 1
#> 87 mc_adj_matrix_87 1
#> 88 mc_adj_matrix_88 1
#> 89 mc_adj_matrix_89 1
#> 90 mc_adj_matrix_90 1
#> 91 mc_adj_matrix_91 1
#> 92 mc_adj_matrix_92 1
#> 93 mc_adj_matrix_93 1
#> 94 mc_adj_matrix_94 1
#> 95 mc_adj_matrix_95 1
#> 96 mc_adj_matrix_96 1
#> 97 mc_adj_matrix_97 1
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#> 480 mc_adj_matrix_480 1
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#> 510 mc_adj_matrix_510 1
#> 511 mc_adj_matrix_511 1
#> 512 mc_adj_matrix_512 1
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#> 514 mc_adj_matrix_514 1
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#> 518 mc_adj_matrix_518 1
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#> 520 mc_adj_matrix_520 1
#> 521 mc_adj_matrix_521 1
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#> 523 mc_adj_matrix_523 1
#> 524 mc_adj_matrix_524 1
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#> 528 mc_adj_matrix_528 1
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#> 530 mc_adj_matrix_530 1
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#> 533 mc_adj_matrix_533 1
#> 534 mc_adj_matrix_534 1
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#> 538 mc_adj_matrix_538 1
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#> 540 mc_adj_matrix_540 1
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#> 560 mc_adj_matrix_560 1
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#> 563 mc_adj_matrix_563 1
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#> 567 mc_adj_matrix_567 1
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#> 590 mc_adj_matrix_590 1
#> 591 mc_adj_matrix_591 1
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#> 596 mc_adj_matrix_596 1
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#> 600 mc_adj_matrix_600 1
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#> 622 mc_adj_matrix_622 1
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#> 624 mc_adj_matrix_624 1
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#> 627 mc_adj_matrix_627 1
#> 628 mc_adj_matrix_628 1
#> 629 mc_adj_matrix_629 1
#> 630 mc_adj_matrix_630 1
#> 631 mc_adj_matrix_631 1
#> 632 mc_adj_matrix_632 1
#> 633 mc_adj_matrix_633 1
#> 634 mc_adj_matrix_634 1
#> 635 mc_adj_matrix_635 1
#> 636 mc_adj_matrix_636 1
#> 637 mc_adj_matrix_637 1
#> 638 mc_adj_matrix_638 1
#> 639 mc_adj_matrix_639 1
#> 640 mc_adj_matrix_640 1
#> 641 mc_adj_matrix_641 1
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#> 647 mc_adj_matrix_647 1
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#> 649 mc_adj_matrix_649 1
#> 650 mc_adj_matrix_650 1
#> 651 mc_adj_matrix_651 1
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#> 653 mc_adj_matrix_653 1
#> 654 mc_adj_matrix_654 1
#> 655 mc_adj_matrix_655 1
#> 656 mc_adj_matrix_656 1
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#> 659 mc_adj_matrix_659 1
#> 660 mc_adj_matrix_660 1
#> 661 mc_adj_matrix_661 1
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#> 663 mc_adj_matrix_663 1
#> 664 mc_adj_matrix_664 1
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#> 666 mc_adj_matrix_666 1
#> 667 mc_adj_matrix_667 1
#> 668 mc_adj_matrix_668 1
#> 669 mc_adj_matrix_669 1
#> 670 mc_adj_matrix_670 1
#> 671 mc_adj_matrix_671 1
#> 672 mc_adj_matrix_672 1
#> 673 mc_adj_matrix_673 1
#> 674 mc_adj_matrix_674 1
#> 675 mc_adj_matrix_675 1
#> 676 mc_adj_matrix_676 1
#> 677 mc_adj_matrix_677 1
#> 678 mc_adj_matrix_678 1
#> 679 mc_adj_matrix_679 1
#> 680 mc_adj_matrix_680 1
#> 681 mc_adj_matrix_681 1
#> 682 mc_adj_matrix_682 1
#> 683 mc_adj_matrix_683 1
#> 684 mc_adj_matrix_684 1
#> 685 mc_adj_matrix_685 1
#> 686 mc_adj_matrix_686 1
#> 687 mc_adj_matrix_687 1
#> 688 mc_adj_matrix_688 1
#> 689 mc_adj_matrix_689 1
#> 690 mc_adj_matrix_690 1
#> 691 mc_adj_matrix_691 1
#> 692 mc_adj_matrix_692 1
#> 693 mc_adj_matrix_693 1
#> 694 mc_adj_matrix_694 1
#> 695 mc_adj_matrix_695 1
#> 696 mc_adj_matrix_696 1
#> 697 mc_adj_matrix_697 1
#> 698 mc_adj_matrix_698 1
#> 699 mc_adj_matrix_699 1
#> 700 mc_adj_matrix_700 1
#> 701 mc_adj_matrix_701 1
#> 702 mc_adj_matrix_702 1
#> 703 mc_adj_matrix_703 1
#> 704 mc_adj_matrix_704 1
#> 705 mc_adj_matrix_705 1
#> 706 mc_adj_matrix_706 1
#> 707 mc_adj_matrix_707 1
#> 708 mc_adj_matrix_708 1
#> 709 mc_adj_matrix_709 1
#> 710 mc_adj_matrix_710 1
#> 711 mc_adj_matrix_711 1
#> 712 mc_adj_matrix_712 1
#> 713 mc_adj_matrix_713 1
#> 714 mc_adj_matrix_714 1
#> 715 mc_adj_matrix_715 1
#> 716 mc_adj_matrix_716 1
#> 717 mc_adj_matrix_717 1
#> 718 mc_adj_matrix_718 1
#> 719 mc_adj_matrix_719 1
#> 720 mc_adj_matrix_720 1
#> 721 mc_adj_matrix_721 1
#> 722 mc_adj_matrix_722 1
#> 723 mc_adj_matrix_723 1
#> 724 mc_adj_matrix_724 1
#> 725 mc_adj_matrix_725 1
#> 726 mc_adj_matrix_726 1
#> 727 mc_adj_matrix_727 1
#> 728 mc_adj_matrix_728 1
#> 729 mc_adj_matrix_729 1
#> 730 mc_adj_matrix_730 1
#> 731 mc_adj_matrix_731 1
#> 732 mc_adj_matrix_732 1
#> 733 mc_adj_matrix_733 1
#> 734 mc_adj_matrix_734 1
#> 735 mc_adj_matrix_735 1
#> 736 mc_adj_matrix_736 1
#> 737 mc_adj_matrix_737 1
#> 738 mc_adj_matrix_738 1
#> 739 mc_adj_matrix_739 1
#> 740 mc_adj_matrix_740 1
#> 741 mc_adj_matrix_741 1
#> 742 mc_adj_matrix_742 1
#> 743 mc_adj_matrix_743 1
#> 744 mc_adj_matrix_744 1
#> 745 mc_adj_matrix_745 1
#> 746 mc_adj_matrix_746 1
#> 747 mc_adj_matrix_747 1
#> 748 mc_adj_matrix_748 1
#> 749 mc_adj_matrix_749 1
#> 750 mc_adj_matrix_750 1
#> 751 mc_adj_matrix_751 1
#> 752 mc_adj_matrix_752 1
#> 753 mc_adj_matrix_753 1
#> 754 mc_adj_matrix_754 1
#> 755 mc_adj_matrix_755 1
#> 756 mc_adj_matrix_756 1
#> 757 mc_adj_matrix_757 1
#> 758 mc_adj_matrix_758 1
#> 759 mc_adj_matrix_759 1
#> 760 mc_adj_matrix_760 1
#> 761 mc_adj_matrix_761 1
#> 762 mc_adj_matrix_762 1
#> 763 mc_adj_matrix_763 1
#> 764 mc_adj_matrix_764 1
#> 765 mc_adj_matrix_765 1
#> 766 mc_adj_matrix_766 1
#> 767 mc_adj_matrix_767 1
#> 768 mc_adj_matrix_768 1
#> 769 mc_adj_matrix_769 1
#> 770 mc_adj_matrix_770 1
#> 771 mc_adj_matrix_771 1
#> 772 mc_adj_matrix_772 1
#> 773 mc_adj_matrix_773 1
#> 774 mc_adj_matrix_774 1
#> 775 mc_adj_matrix_775 1
#> 776 mc_adj_matrix_776 1
#> 777 mc_adj_matrix_777 1
#> 778 mc_adj_matrix_778 1
#> 779 mc_adj_matrix_779 1
#> 780 mc_adj_matrix_780 1
#> 781 mc_adj_matrix_781 1
#> 782 mc_adj_matrix_782 1
#> 783 mc_adj_matrix_783 1
#> 784 mc_adj_matrix_784 1
#> 785 mc_adj_matrix_785 1
#> 786 mc_adj_matrix_786 1
#> 787 mc_adj_matrix_787 1
#> 788 mc_adj_matrix_788 1
#> 789 mc_adj_matrix_789 1
#> 790 mc_adj_matrix_790 1
#> 791 mc_adj_matrix_791 1
#> 792 mc_adj_matrix_792 1
#> 793 mc_adj_matrix_793 1
#> 794 mc_adj_matrix_794 1
#> 795 mc_adj_matrix_795 1
#> 796 mc_adj_matrix_796 1
#> 797 mc_adj_matrix_797 1
#> 798 mc_adj_matrix_798 1
#> 799 mc_adj_matrix_799 1
#> 800 mc_adj_matrix_800 1
#> 801 mc_adj_matrix_801 1
#> 802 mc_adj_matrix_802 1
#> 803 mc_adj_matrix_803 1
#> 804 mc_adj_matrix_804 1
#> 805 mc_adj_matrix_805 1
#> 806 mc_adj_matrix_806 1
#> 807 mc_adj_matrix_807 1
#> 808 mc_adj_matrix_808 1
#> 809 mc_adj_matrix_809 1
#> 810 mc_adj_matrix_810 1
#> 811 mc_adj_matrix_811 1
#> 812 mc_adj_matrix_812 1
#> 813 mc_adj_matrix_813 1
#> 814 mc_adj_matrix_814 1
#> 815 mc_adj_matrix_815 1
#> 816 mc_adj_matrix_816 1
#> 817 mc_adj_matrix_817 1
#> 818 mc_adj_matrix_818 1
#> 819 mc_adj_matrix_819 1
#> 820 mc_adj_matrix_820 1
#> 821 mc_adj_matrix_821 1
#> 822 mc_adj_matrix_822 1
#> 823 mc_adj_matrix_823 1
#> 824 mc_adj_matrix_824 1
#> 825 mc_adj_matrix_825 1
#> 826 mc_adj_matrix_826 1
#> 827 mc_adj_matrix_827 1
#> 828 mc_adj_matrix_828 1
#> 829 mc_adj_matrix_829 1
#> 830 mc_adj_matrix_830 1
#> 831 mc_adj_matrix_831 1
#> 832 mc_adj_matrix_832 1
#> 833 mc_adj_matrix_833 1
#> 834 mc_adj_matrix_834 1
#> 835 mc_adj_matrix_835 1
#> 836 mc_adj_matrix_836 1
#> 837 mc_adj_matrix_837 1
#> 838 mc_adj_matrix_838 1
#> 839 mc_adj_matrix_839 1
#> 840 mc_adj_matrix_840 1
#> 841 mc_adj_matrix_841 1
#> 842 mc_adj_matrix_842 1
#> 843 mc_adj_matrix_843 1
#> 844 mc_adj_matrix_844 1
#> 845 mc_adj_matrix_845 1
#> 846 mc_adj_matrix_846 1
#> 847 mc_adj_matrix_847 1
#> 848 mc_adj_matrix_848 1
#> 849 mc_adj_matrix_849 1
#> 850 mc_adj_matrix_850 1
#> 851 mc_adj_matrix_851 1
#> 852 mc_adj_matrix_852 1
#> 853 mc_adj_matrix_853 1
#> 854 mc_adj_matrix_854 1
#> 855 mc_adj_matrix_855 1
#> 856 mc_adj_matrix_856 1
#> 857 mc_adj_matrix_857 1
#> 858 mc_adj_matrix_858 1
#> 859 mc_adj_matrix_859 1
#> 860 mc_adj_matrix_860 1
#> 861 mc_adj_matrix_861 1
#> 862 mc_adj_matrix_862 1
#> 863 mc_adj_matrix_863 1
#> 864 mc_adj_matrix_864 1
#> 865 mc_adj_matrix_865 1
#> 866 mc_adj_matrix_866 1
#> 867 mc_adj_matrix_867 1
#> 868 mc_adj_matrix_868 1
#> 869 mc_adj_matrix_869 1
#> 870 mc_adj_matrix_870 1
#> 871 mc_adj_matrix_871 1
#> 872 mc_adj_matrix_872 1
#> 873 mc_adj_matrix_873 1
#> 874 mc_adj_matrix_874 1
#> 875 mc_adj_matrix_875 1
#> 876 mc_adj_matrix_876 1
#> 877 mc_adj_matrix_877 1
#> 878 mc_adj_matrix_878 1
#> 879 mc_adj_matrix_879 1
#> 880 mc_adj_matrix_880 1
#> 881 mc_adj_matrix_881 1
#> 882 mc_adj_matrix_882 1
#> 883 mc_adj_matrix_883 1
#> 884 mc_adj_matrix_884 1
#> 885 mc_adj_matrix_885 1
#> 886 mc_adj_matrix_886 1
#> 887 mc_adj_matrix_887 1
#> 888 mc_adj_matrix_888 1
#> 889 mc_adj_matrix_889 1
#> 890 mc_adj_matrix_890 1
#> 891 mc_adj_matrix_891 1
#> 892 mc_adj_matrix_892 1
#> 893 mc_adj_matrix_893 1
#> 894 mc_adj_matrix_894 1
#> 895 mc_adj_matrix_895 1
#> 896 mc_adj_matrix_896 1
#> 897 mc_adj_matrix_897 1
#> 898 mc_adj_matrix_898 1
#> 899 mc_adj_matrix_899 1
#> 900 mc_adj_matrix_900 1
#> 901 mc_adj_matrix_901 1
#> 902 mc_adj_matrix_902 1
#> 903 mc_adj_matrix_903 1
#> 904 mc_adj_matrix_904 1
#> 905 mc_adj_matrix_905 1
#> 906 mc_adj_matrix_906 1
#> 907 mc_adj_matrix_907 1
#> 908 mc_adj_matrix_908 1
#> 909 mc_adj_matrix_909 1
#> 910 mc_adj_matrix_910 1
#> 911 mc_adj_matrix_911 1
#> 912 mc_adj_matrix_912 1
#> 913 mc_adj_matrix_913 1
#> 914 mc_adj_matrix_914 1
#> 915 mc_adj_matrix_915 1
#> 916 mc_adj_matrix_916 1
#> 917 mc_adj_matrix_917 1
#> 918 mc_adj_matrix_918 1
#> 919 mc_adj_matrix_919 1
#> 920 mc_adj_matrix_920 1
#> 921 mc_adj_matrix_921 1
#> 922 mc_adj_matrix_922 1
#> 923 mc_adj_matrix_923 1
#> 924 mc_adj_matrix_924 1
#> 925 mc_adj_matrix_925 1
#> 926 mc_adj_matrix_926 1
#> 927 mc_adj_matrix_927 1
#> 928 mc_adj_matrix_928 1
#> 929 mc_adj_matrix_929 1
#> 930 mc_adj_matrix_930 1
#> 931 mc_adj_matrix_931 1
#> 932 mc_adj_matrix_932 1
#> 933 mc_adj_matrix_933 1
#> 934 mc_adj_matrix_934 1
#> 935 mc_adj_matrix_935 1
#> 936 mc_adj_matrix_936 1
#> 937 mc_adj_matrix_937 1
#> 938 mc_adj_matrix_938 1
#> 939 mc_adj_matrix_939 1
#> 940 mc_adj_matrix_940 1
#> 941 mc_adj_matrix_941 1
#> 942 mc_adj_matrix_942 1
#> 943 mc_adj_matrix_943 1
#> 944 mc_adj_matrix_944 1
#> 945 mc_adj_matrix_945 1
#> 946 mc_adj_matrix_946 1
#> 947 mc_adj_matrix_947 1
#> 948 mc_adj_matrix_948 1
#> 949 mc_adj_matrix_949 1
#> 950 mc_adj_matrix_950 1
#> 951 mc_adj_matrix_951 1
#> 952 mc_adj_matrix_952 1
#> 953 mc_adj_matrix_953 1
#> 954 mc_adj_matrix_954 1
#> 955 mc_adj_matrix_955 1
#> 956 mc_adj_matrix_956 1
#> 957 mc_adj_matrix_957 1
#> 958 mc_adj_matrix_958 1
#> 959 mc_adj_matrix_959 1
#> 960 mc_adj_matrix_960 1
#> 961 mc_adj_matrix_961 1
#> 962 mc_adj_matrix_962 1
#> 963 mc_adj_matrix_963 1
#> 964 mc_adj_matrix_964 1
#> 965 mc_adj_matrix_965 1
#> 966 mc_adj_matrix_966 1
#> 967 mc_adj_matrix_967 1
#> 968 mc_adj_matrix_968 1
#> 969 mc_adj_matrix_969 1
#> 970 mc_adj_matrix_970 1
#> 971 mc_adj_matrix_971 1
#> 972 mc_adj_matrix_972 1
#> 973 mc_adj_matrix_973 1
#> 974 mc_adj_matrix_974 1
#> 975 mc_adj_matrix_975 1
#> 976 mc_adj_matrix_976 1
#> 977 mc_adj_matrix_977 1
#> 978 mc_adj_matrix_978 1
#> 979 mc_adj_matrix_979 1
#> 980 mc_adj_matrix_980 1
#> 981 mc_adj_matrix_981 1
#> 982 mc_adj_matrix_982 1
#> 983 mc_adj_matrix_983 1
#> 984 mc_adj_matrix_984 1
#> 985 mc_adj_matrix_985 1
#> 986 mc_adj_matrix_986 1
#> 987 mc_adj_matrix_987 1
#> 988 mc_adj_matrix_988 1
#> 989 mc_adj_matrix_989 1
#> 990 mc_adj_matrix_990 1
#> 991 mc_adj_matrix_991 1
#> 992 mc_adj_matrix_992 1
#> 993 mc_adj_matrix_993 1
#> 994 mc_adj_matrix_994 1
#> 995 mc_adj_matrix_995 1
#> 996 mc_adj_matrix_996 1
#> 997 mc_adj_matrix_997 1
#> 998 mc_adj_matrix_998 1
#> 999 mc_adj_matrix_999 1
#> 1000 mc_adj_matrix_1000 1
#> Public.Education.Programs Salts.Added.during.Water.Treatment
#> 1 0.000000e+00 0.000000e+00
#> 2 6.781461e-06 6.781461e-06
#> 3 2.018292e-07 2.018292e-07
#> 4 6.875648e-06 6.875648e-06
#> 5 -6.458534e-07 -6.458534e-07
#> 6 4.305689e-07 4.305689e-07
#> 7 -7.534956e-07 -7.534956e-07
#> 8 1.668455e-06 1.668455e-06
#> 9 1.291707e-06 1.291707e-06
#> 10 8.073167e-08 8.073167e-08
#> 11 2.018292e-07 2.018292e-07
#> 12 6.458534e-07 6.458534e-07
#> 13 0.000000e+00 0.000000e+00
#> 14 4.036584e-07 4.036584e-07
#> 15 1.883739e-07 1.883739e-07
#> 16 0.000000e+00 0.000000e+00
#> 17 0.000000e+00 0.000000e+00
#> 18 0.000000e+00 0.000000e+00
#> 19 4.171136e-07 4.171136e-07
#> 20 1.614633e-07 1.614633e-07
#> 21 1.883739e-07 1.883739e-07
#> 22 4.171136e-07 4.171136e-07
#> 23 0.000000e+00 0.000000e+00
#> 24 0.000000e+00 0.000000e+00
#> 25 1.668455e-06 1.668455e-06
#> 26 4.709348e-08 4.709348e-08
#> 27 0.000000e+00 0.000000e+00
#> 28 6.875648e-06 6.875648e-06
#> 29 3.229267e-07 3.229267e-07
#> 30 5.045730e-09 5.045730e-09
#> 31 0.000000e+00 0.000000e+00
#> 32 -2.583414e-06 -2.583414e-06
#> 33 0.000000e+00 0.000000e+00
#> 34 1.695365e-06 1.695365e-06
#> 35 0.000000e+00 0.000000e+00
#> 36 3.767478e-07 3.767478e-07
#> 37 1.715548e-06 1.715548e-06
#> 38 -7.534956e-07 -7.534956e-07
#> 39 -4.305689e-07 -4.305689e-07
#> 40 -8.611379e-07 -8.611379e-07
#> 41 1.708820e-06 1.708820e-06
#> 42 4.036584e-08 4.036584e-08
#> 43 -3.767478e-07 -3.767478e-07
#> 44 -8.073167e-08 -8.073167e-08
#> 45 3.431096e-06 3.431096e-06
#> 46 -1.076422e-07 -1.076422e-07
#> 47 6.781461e-06 6.781461e-06
#> 48 3.417641e-06 3.417641e-06
#> 49 0.000000e+00 0.000000e+00
#> 50 6.727639e-09 6.727639e-09
#> 51 0.000000e+00 0.000000e+00
#> 52 0.000000e+00 0.000000e+00
#> 53 0.000000e+00 0.000000e+00
#> 54 4.036584e-07 4.036584e-07
#> 55 8.073167e-08 8.073167e-08
#> 56 0.000000e+00 0.000000e+00
#> 57 0.000000e+00 0.000000e+00
#> 58 3.431096e-06 3.431096e-06
#> 59 3.013983e-06 3.013983e-06
#> 60 3.056197e-01 1.708820e-06
#> 61 3.767478e-07 3.767478e-07
#> 62 1.883739e-07 1.883739e-07
#> 63 1.614633e-07 1.614633e-07
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 0.000000e+00
#> 66 0.000000e+00 0.000000e+00
#> 67 2.082887e-01 1.076422e-07
#> 68 2.691056e-08 2.691056e-08
#> 69 0.000000e+00 0.000000e+00
#> 70 8.476826e-07 8.476826e-07
#> 71 0.000000e+00 0.000000e+00
#> 72 0.000000e+00 0.000000e+00
#> 73 -4.305689e-07 -4.305689e-07
#> 74 0.000000e+00 0.000000e+00
#> 75 0.000000e+00 0.000000e+00
#> 76 0.000000e+00 0.000000e+00
#> 77 0.000000e+00 0.000000e+00
#> 78 1.883739e-07 1.883739e-07
#> 79 0.000000e+00 0.000000e+00
#> 80 1.614633e-07 1.614633e-07
#> 81 0.000000e+00 0.000000e+00
#> 82 0.000000e+00 0.000000e+00
#> 83 5.382112e-08 5.382112e-08
#> 84 -3.767478e-07 -3.767478e-07
#> 85 3.437824e-06 3.437824e-06
#> 86 0.000000e+00 0.000000e+00
#> 87 0.000000e+00 0.000000e+00
#> 88 0.000000e+00 0.000000e+00
#> 89 1.614633e-07 1.614633e-07
#> 90 0.000000e+00 0.000000e+00
#> 91 3.417641e-06 3.417641e-06
#> 92 0.000000e+00 0.000000e+00
#> 93 1.614633e-06 1.614633e-06
#> 94 -7.534956e-07 -7.534956e-07
#> 95 8.342273e-07 8.342273e-07
#> 96 0.000000e+00 0.000000e+00
#> 97 3.417641e-06 3.417641e-06
#> 98 3.229267e-07 3.229267e-07
#> 99 4.036584e-08 4.036584e-08
#> 100 0.000000e+00 0.000000e+00
#> 101 1.708820e-06 1.708820e-06
#> 102 2.359418e-01 -7.534956e-07
#> 103 8.073167e-07 8.073167e-07
#> 104 -8.073167e-07 -8.073167e-07
#> 105 0.000000e+00 0.000000e+00
#> 106 3.229267e-06 3.229267e-06
#> 107 -7.534956e-07 -7.534956e-07
#> 108 6.835282e-06 6.835282e-06
#> 109 6.835282e-06 6.835282e-06
#> 110 3.229267e-07 3.229267e-07
#> 111 0.000000e+00 0.000000e+00
#> 112 0.000000e+00 0.000000e+00
#> 113 0.000000e+00 0.000000e+00
#> 114 0.000000e+00 0.000000e+00
#> 115 1.723865e-01 9.418695e-08
#> 116 4.171136e-07 4.171136e-07
#> 117 0.000000e+00 0.000000e+00
#> 118 2.085568e-07 2.085568e-07
#> 119 1.076422e-07 1.076422e-07
#> 120 0.000000e+00 0.000000e+00
#> 121 -5.382112e-08 -5.382112e-08
#> 122 0.000000e+00 0.000000e+00
#> 123 0.000000e+00 0.000000e+00
#> 124 0.000000e+00 0.000000e+00
#> 125 0.000000e+00 0.000000e+00
#> 126 0.000000e+00 0.000000e+00
#> 127 0.000000e+00 0.000000e+00
#> 128 0.000000e+00 0.000000e+00
#> 129 2.152845e-07 2.152845e-07
#> 130 8.342273e-07 8.342273e-07
#> 131 1.708820e-06 1.708820e-06
#> 132 0.000000e+00 0.000000e+00
#> 133 1.614633e-07 1.614633e-07
#> 134 6.458534e-07 6.458534e-07
#> 135 0.000000e+00 0.000000e+00
#> 136 1.076422e-07 1.076422e-07
#> 137 0.000000e+00 0.000000e+00
#> 138 1.708820e-06 1.708820e-06
#> 139 1.708820e-06 1.708820e-06
#> 140 0.000000e+00 0.000000e+00
#> 141 1.291707e-06 1.291707e-06
#> 142 1.524199e-01 0.000000e+00
#> 143 0.000000e+00 0.000000e+00
#> 144 8.476826e-07 8.476826e-07
#> 145 1.009146e-07 1.009146e-07
#> 146 6.882375e-06 6.882375e-06
#> 147 1.614633e-07 1.614633e-07
#> 148 0.000000e+00 0.000000e+00
#> 149 7.534956e-07 7.534956e-07
#> 150 1.614633e-07 1.614633e-07
#> 151 5.382112e-08 5.382112e-08
#> 152 -1.614633e-06 -1.614633e-06
#> 153 0.000000e+00 0.000000e+00
#> 154 3.229267e-07 3.229267e-07
#> 155 0.000000e+00 0.000000e+00
#> 156 2.152845e-07 2.152845e-07
#> 157 0.000000e+00 0.000000e+00
#> 158 3.417641e-06 3.417641e-06
#> 159 2.018292e-07 2.018292e-07
#> 160 8.342273e-07 8.342273e-07
#> 161 0.000000e+00 0.000000e+00
#> 162 0.000000e+00 0.000000e+00
#> 163 1.883739e-07 1.883739e-07
#> 164 1.614633e-07 1.614633e-07
#> 165 -1.076422e-07 -1.076422e-07
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#> 589 0.000000e+00 0.000000e+00
#> 590 0.000000e+00 0.000000e+00
#> 591 0.000000e+00 0.000000e+00
#> 592 1.708820e-06 -7.431832e-06
#> 593 3.767478e-07 3.767478e-07
#> 594 -1.681910e-09 -1.681910e-09
#> 595 -1.076422e-07 -1.076422e-07
#> 596 1.695365e-06 1.695365e-06
#> 597 1.572797e-01 1.291707e-06
#> 598 0.000000e+00 0.000000e+00
#> 599 3.767478e-07 3.767478e-07
#> 600 2.220428e-01 3.229267e-06
#> 601 4.238413e-07 4.238413e-07
#> 602 1.614633e-07 1.614633e-07
#> 603 0.000000e+00 0.000000e+00
#> 604 -1.076422e-07 -1.076422e-07
#> 605 0.000000e+00 0.000000e+00
#> 606 3.417641e-06 3.417641e-06
#> 607 1.715548e-06 1.715548e-06
#> 608 0.000000e+00 0.000000e+00
#> 609 3.390730e-06 3.390730e-06
#> 610 6.862192e-06 6.862192e-06
#> 611 3.431096e-06 3.431096e-06
#> 612 0.000000e+00 0.000000e+00
#> 613 0.000000e+00 0.000000e+00
#> 614 3.767478e-07 3.767478e-07
#> 615 0.000000e+00 0.000000e+00
#> 616 2.220439e-01 0.000000e+00
#> 617 4.171136e-07 4.171136e-07
#> 618 1.614633e-07 1.614633e-07
#> 619 1.668455e-06 1.668455e-06
#> 620 -4.305689e-07 -4.305689e-07
#> 621 0.000000e+00 0.000000e+00
#> 622 0.000000e+00 0.000000e+00
#> 623 0.000000e+00 0.000000e+00
#> 624 0.000000e+00 0.000000e+00
#> 625 4.036584e-07 4.036584e-07
#> 626 -1.291707e-06 -1.291707e-06
#> 627 0.000000e+00 0.000000e+00
#> 628 3.767478e-07 3.767478e-07
#> 629 7.534956e-07 7.534956e-07
#> 630 0.000000e+00 0.000000e+00
#> 631 0.000000e+00 0.000000e+00
#> 632 0.000000e+00 0.000000e+00
#> 633 0.000000e+00 0.000000e+00
#> 634 8.476826e-07 8.476826e-07
#> 635 2.152845e-07 2.152845e-07
#> 636 4.171136e-07 4.171136e-07
#> 637 -7.534956e-07 -7.534956e-07
#> 638 1.059603e-07 1.059603e-07
#> 639 0.000000e+00 0.000000e+00
#> 640 4.288870e-07 4.288870e-07
#> 641 8.342273e-07 8.342273e-07
#> 642 0.000000e+00 0.000000e+00
#> 643 6.458534e-07 6.458534e-07
#> 644 8.476826e-07 8.476826e-07
#> 645 1.708820e-06 1.708820e-06
#> 646 0.000000e+00 0.000000e+00
#> 647 1.614633e-07 1.614633e-07
#> 648 3.767478e-07 3.767478e-07
#> 649 3.336909e-06 3.336909e-06
#> 650 2.040854e-01 1.506991e-06
#> 651 2.018292e-07 2.018292e-07
#> 652 1.883739e-07 1.883739e-07
#> 653 0.000000e+00 0.000000e+00
#> 654 6.835282e-06 6.835282e-06
#> 655 8.073167e-07 8.073167e-07
#> 656 0.000000e+00 0.000000e+00
#> 657 0.000000e+00 0.000000e+00
#> 658 1.883739e-07 1.883739e-07
#> 659 8.611379e-07 8.611379e-07
#> 660 4.036584e-07 4.036584e-07
#> 661 0.000000e+00 0.000000e+00
#> 662 -6.458534e-07 -6.458534e-07
#> 663 8.073167e-08 -7.173507e-07
#> 664 0.000000e+00 0.000000e+00
#> 665 0.000000e+00 0.000000e+00
#> 666 3.013983e-06 3.013983e-06
#> 667 1.883739e-07 1.883739e-07
#> 668 0.000000e+00 0.000000e+00
#> 669 0.000000e+00 0.000000e+00
#> 670 3.767478e-07 3.767478e-07
#> 671 0.000000e+00 0.000000e+00
#> 672 4.272051e-07 4.272051e-07
#> 673 -7.534956e-07 -7.534956e-07
#> 674 0.000000e+00 0.000000e+00
#> 675 0.000000e+00 0.000000e+00
#> 676 1.555984e-01 -3.767478e-07
#> 677 -1.076422e-07 -1.076422e-07
#> 678 0.000000e+00 0.000000e+00
#> 679 1.883739e-07 1.883739e-07
#> 680 0.000000e+00 0.000000e+00
#> 681 1.345528e-08 1.345528e-08
#> 682 3.437824e-06 3.437824e-06
#> 683 0.000000e+00 0.000000e+00
#> 684 4.036584e-07 4.036584e-07
#> 685 1.883739e-07 1.883739e-07
#> 686 0.000000e+00 0.000000e+00
#> 687 8.544102e-07 8.544102e-07
#> 688 0.000000e+00 0.000000e+00
#> 689 8.342273e-07 8.342273e-07
#> 690 0.000000e+00 0.000000e+00
#> 691 0.000000e+00 0.000000e+00
#> 692 6.673818e-06 6.673818e-06
#> 693 1.506991e-06 1.506991e-06
#> 694 0.000000e+00 0.000000e+00
#> 695 8.073167e-07 -6.712044e-06
#> 696 0.000000e+00 0.000000e+00
#> 697 1.688660e-01 0.000000e+00
#> 698 3.229267e-07 3.229267e-07
#> 699 1.614633e-07 1.614633e-07
#> 700 1.695365e-06 1.695365e-06
#> 701 0.000000e+00 0.000000e+00
#> 702 4.272051e-07 4.272051e-07
#> 703 2.388889e-01 2.144435e-07
#> 704 6.673818e-06 6.673818e-06
#> 705 3.013983e-06 3.013983e-06
#> 706 4.036584e-07 4.036584e-07
#> 707 -1.291707e-06 -1.291707e-06
#> 708 8.476826e-07 8.476826e-07
#> 709 4.272051e-07 4.272051e-07
#> 710 0.000000e+00 0.000000e+00
#> 711 0.000000e+00 0.000000e+00
#> 712 1.883739e-07 1.883739e-07
#> 713 0.000000e+00 0.000000e+00
#> 714 1.668455e-06 1.668455e-06
#> 715 3.229267e-07 3.229267e-07
#> 716 1.614633e-06 1.614633e-06
#> 717 0.000000e+00 0.000000e+00
#> 718 8.476826e-07 8.476826e-07
#> 719 0.000000e+00 0.000000e+00
#> 720 0.000000e+00 0.000000e+00
#> 721 0.000000e+00 0.000000e+00
#> 722 0.000000e+00 0.000000e+00
#> 723 0.000000e+00 0.000000e+00
#> 724 -1.076422e-07 -1.076422e-07
#> 725 0.000000e+00 0.000000e+00
#> 726 1.009146e-07 1.009146e-07
#> 727 0.000000e+00 0.000000e+00
#> 728 -1.076422e-07 -1.076422e-07
#> 729 1.715548e-06 1.715548e-06
#> 730 0.000000e+00 0.000000e+00
#> 731 8.476826e-07 8.476826e-07
#> 732 8.073167e-08 8.073167e-08
#> 733 4.036584e-07 4.036584e-07
#> 734 -6.458534e-07 -6.458534e-07
#> 735 0.000000e+00 0.000000e+00
#> 736 0.000000e+00 0.000000e+00
#> 737 1.695365e-06 1.695365e-06
#> 738 3.767478e-07 3.767478e-07
#> 739 -8.611379e-07 -8.611379e-07
#> 740 5.382112e-08 5.382112e-08
#> 741 3.431096e-06 3.431096e-06
#> 742 4.171136e-07 4.171136e-07
#> 743 0.000000e+00 0.000000e+00
#> 744 0.000000e+00 0.000000e+00
#> 745 0.000000e+00 0.000000e+00
#> 746 0.000000e+00 0.000000e+00
#> 747 0.000000e+00 0.000000e+00
#> 748 0.000000e+00 0.000000e+00
#> 749 3.390730e-06 3.390730e-06
#> 750 -1.614633e-07 -1.614633e-07
#> 751 0.000000e+00 0.000000e+00
#> 752 -5.255973e-11 -5.255973e-11
#> 753 -4.305689e-07 -4.305689e-07
#> 754 1.718912e-06 1.718912e-06
#> 755 4.171136e-07 4.171136e-07
#> 756 0.000000e+00 0.000000e+00
#> 757 0.000000e+00 0.000000e+00
#> 758 2.419042e-01 -3.767478e-07
#> 759 -7.534956e-07 -7.534956e-07
#> 760 0.000000e+00 0.000000e+00
#> 761 5.382112e-08 5.382112e-08
#> 762 1.695365e-06 1.695365e-06
#> 763 0.000000e+00 0.000000e+00
#> 764 7.534956e-07 7.534956e-07
#> 765 0.000000e+00 0.000000e+00
#> 766 -3.767478e-07 -3.767478e-07
#> 767 0.000000e+00 0.000000e+00
#> 768 1.076422e-07 1.076422e-07
#> 769 0.000000e+00 0.000000e+00
#> 770 0.000000e+00 0.000000e+00
#> 771 0.000000e+00 0.000000e+00
#> 772 1.883739e-07 1.883739e-07
#> 773 0.000000e+00 0.000000e+00
#> 774 0.000000e+00 0.000000e+00
#> 775 8.544102e-07 8.544102e-07
#> 776 1.614633e-07 1.614633e-07
#> 777 0.000000e+00 0.000000e+00
#> 778 0.000000e+00 0.000000e+00
#> 779 -1.076422e-07 -1.076422e-07
#> 780 -1.506991e-06 -1.506991e-06
#> 781 -1.076422e-07 -1.076422e-07
#> 782 8.476826e-07 8.476826e-07
#> 783 7.534956e-07 7.534956e-07
#> 784 0.000000e+00 0.000000e+00
#> 785 0.000000e+00 0.000000e+00
#> 786 4.036584e-07 4.036584e-07
#> 787 0.000000e+00 0.000000e+00
#> 788 0.000000e+00 0.000000e+00
#> 789 0.000000e+00 0.000000e+00
#> 790 0.000000e+00 0.000000e+00
#> 791 0.000000e+00 0.000000e+00
#> 792 0.000000e+00 0.000000e+00
#> 793 0.000000e+00 0.000000e+00
#> 794 0.000000e+00 0.000000e+00
#> 795 6.835282e-06 6.835282e-06
#> 796 0.000000e+00 0.000000e+00
#> 797 -6.458534e-07 -6.458534e-07
#> 798 1.668455e-06 1.668455e-06
#> 799 4.036584e-07 4.036584e-07
#> 800 0.000000e+00 0.000000e+00
#> 801 0.000000e+00 0.000000e+00
#> 802 -4.305689e-07 -4.305689e-07
#> 803 0.000000e+00 0.000000e+00
#> 804 0.000000e+00 0.000000e+00
#> 805 1.695365e-06 1.695365e-06
#> 806 8.611379e-07 8.611379e-07
#> 807 0.000000e+00 0.000000e+00
#> 808 0.000000e+00 0.000000e+00
#> 809 2.152845e-07 2.152845e-07
#> 810 -8.611379e-07 -8.611379e-07
#> 811 4.036584e-07 4.036584e-07
#> 812 0.000000e+00 0.000000e+00
#> 813 8.073167e-07 8.073167e-07
#> 814 8.342273e-07 8.342273e-07
#> 815 0.000000e+00 0.000000e+00
#> 816 2.018292e-07 2.018292e-07
#> 817 1.614633e-07 -2.247048e-06
#> 818 0.000000e+00 0.000000e+00
#> 819 2.454281e-01 8.594559e-07
#> 820 0.000000e+00 0.000000e+00
#> 821 4.171136e-07 4.171136e-07
#> 822 1.883739e-07 -7.474887e-07
#> 823 -1.076422e-07 -1.076422e-07
#> 824 0.000000e+00 0.000000e+00
#> 825 4.171136e-07 4.171136e-07
#> 826 8.073167e-08 8.073167e-08
#> 827 4.272051e-07 4.272051e-07
#> 828 2.085568e-07 2.085568e-07
#> 829 1.009146e-07 1.009146e-07
#> 830 1.883739e-07 1.883739e-07
#> 831 4.171136e-07 4.171136e-07
#> 832 3.437824e-06 3.437824e-06
#> 833 2.018292e-07 2.018292e-07
#> 834 0.000000e+00 0.000000e+00
#> 835 0.000000e+00 0.000000e+00
#> 836 0.000000e+00 0.000000e+00
#> 837 0.000000e+00 0.000000e+00
#> 838 0.000000e+00 0.000000e+00
#> 839 8.577740e-07 8.577740e-07
#> 840 1.718912e-06 1.718912e-06
#> 841 0.000000e+00 0.000000e+00
#> 842 -3.767478e-07 -3.767478e-07
#> 843 2.152845e-07 2.152845e-07
#> 844 0.000000e+00 0.000000e+00
#> 845 -7.534956e-07 2.730048e-06
#> 846 0.000000e+00 0.000000e+00
#> 847 1.614633e-07 1.614633e-07
#> 848 0.000000e+00 0.000000e+00
#> 849 0.000000e+00 0.000000e+00
#> 850 0.000000e+00 0.000000e+00
#> 851 0.000000e+00 0.000000e+00
#> 852 1.506991e-06 1.506991e-06
#> 853 -2.583414e-06 -2.583414e-06
#> 854 -4.305689e-07 -4.305689e-07
#> 855 4.238413e-07 4.238413e-07
#> 856 2.018292e-07 2.018292e-07
#> 857 0.000000e+00 0.000000e+00
#> 858 4.288870e-07 4.288870e-07
#> 859 3.431096e-06 3.431096e-06
#> 860 1.076422e-07 1.076422e-07
#> 861 8.544102e-07 8.544102e-07
#> 862 -8.611379e-07 -8.611379e-07
#> 863 2.152845e-07 2.152845e-07
#> 864 0.000000e+00 0.000000e+00
#> 865 -6.458534e-07 -6.458534e-07
#> 866 -3.229267e-07 -3.229267e-07
#> 867 0.000000e+00 0.000000e+00
#> 868 1.883739e-07 1.883739e-07
#> 869 0.000000e+00 0.000000e+00
#> 870 0.000000e+00 0.000000e+00
#> 871 0.000000e+00 0.000000e+00
#> 872 0.000000e+00 0.000000e+00
#> 873 0.000000e+00 0.000000e+00
#> 874 6.458534e-07 6.458534e-07
#> 875 6.885739e-06 6.885739e-06
#> 876 2.079852e-01 3.437824e-06
#> 877 0.000000e+00 0.000000e+00
#> 878 1.708820e-06 1.708820e-06
#> 879 0.000000e+00 0.000000e+00
#> 880 -4.305689e-07 -4.305689e-07
#> 881 0.000000e+00 0.000000e+00
#> 882 3.390730e-06 3.390730e-06
#> 883 3.229267e-07 3.229267e-07
#> 884 0.000000e+00 0.000000e+00
#> 885 0.000000e+00 0.000000e+00
#> 886 -3.229267e-07 -3.229267e-07
#> 887 2.569979e-01 2.085568e-07
#> 888 0.000000e+00 0.000000e+00
#> 889 4.036584e-07 4.036584e-07
#> 890 2.061354e-01 3.431096e-06
#> 891 0.000000e+00 0.000000e+00
#> 892 3.336909e-06 3.336909e-06
#> 893 6.887421e-06 6.887421e-06
#> 894 1.076422e-07 1.076422e-07
#> 895 4.171136e-07 4.171136e-07
#> 896 0.000000e+00 0.000000e+00
#> 897 0.000000e+00 0.000000e+00
#> 898 0.000000e+00 0.000000e+00
#> 899 4.171136e-07 4.171136e-07
#> 900 0.000000e+00 0.000000e+00
#> 901 0.000000e+00 0.000000e+00
#> 902 0.000000e+00 0.000000e+00
#> 903 3.767478e-07 3.767478e-07
#> 904 -2.152845e-07 -2.152845e-07
#> 905 6.458534e-07 6.458534e-07
#> 906 0.000000e+00 0.000000e+00
#> 907 0.000000e+00 0.000000e+00
#> 908 1.614633e-07 1.614633e-07
#> 909 0.000000e+00 0.000000e+00
#> 910 0.000000e+00 0.000000e+00
#> 911 0.000000e+00 0.000000e+00
#> 912 0.000000e+00 0.000000e+00
#> 913 -8.611379e-07 -8.611379e-07
#> 914 2.507755e-01 8.476826e-07
#> 915 1.614633e-07 1.614633e-07
#> 916 3.437824e-06 3.437824e-06
#> 917 3.229267e-07 3.229267e-07
#> 918 0.000000e+00 0.000000e+00
#> 919 0.000000e+00 0.000000e+00
#> 920 4.036584e-07 4.036584e-07
#> 921 6.875648e-06 6.875648e-06
#> 922 0.000000e+00 0.000000e+00
#> 923 -8.611379e-07 -8.611379e-07
#> 924 2.988297e-01 3.767478e-07
#> 925 0.000000e+00 0.000000e+00
#> 926 2.085568e-07 2.085568e-07
#> 927 0.000000e+00 0.000000e+00
#> 928 0.000000e+00 0.000000e+00
#> 929 2.018292e-08 2.018292e-08
#> 930 1.883739e-07 1.883739e-07
#> 931 3.431096e-06 3.431096e-06
#> 932 7.534956e-07 7.534956e-07
#> 933 1.883739e-07 -1.182783e-06
#> 934 1.614633e-07 1.614633e-07
#> 935 3.417641e-06 3.417641e-06
#> 936 3.336909e-06 3.336909e-06
#> 937 -7.534956e-07 -7.534956e-07
#> 938 -1.614633e-07 -1.614633e-07
#> 939 1.668455e-06 1.668455e-06
#> 940 0.000000e+00 0.000000e+00
#> 941 0.000000e+00 0.000000e+00
#> 942 1.695365e-06 1.695365e-06
#> 943 -3.229267e-07 -3.229267e-07
#> 944 -6.458534e-07 -6.458534e-07
#> 945 0.000000e+00 0.000000e+00
#> 946 6.673818e-06 6.673818e-06
#> 947 0.000000e+00 0.000000e+00
#> 948 0.000000e+00 0.000000e+00
#> 949 8.342273e-07 8.342273e-07
#> 950 1.076422e-07 1.076422e-07
#> 951 0.000000e+00 0.000000e+00
#> 952 0.000000e+00 0.000000e+00
#> 953 4.288870e-07 4.288870e-07
#> 954 0.000000e+00 0.000000e+00
#> 955 3.390730e-06 3.390730e-06
#> 956 0.000000e+00 0.000000e+00
#> 957 0.000000e+00 0.000000e+00
#> 958 1.614633e-07 1.614633e-07
#> 959 3.229267e-07 3.229267e-07
#> 960 0.000000e+00 0.000000e+00
#> 961 1.076422e-07 1.076422e-07
#> 962 0.000000e+00 0.000000e+00
#> 963 0.000000e+00 0.000000e+00
#> 964 -2.152845e-07 -2.152845e-07
#> 965 2.691056e-08 2.691056e-08
#> 966 1.883739e-07 1.883739e-07
#> 967 0.000000e+00 0.000000e+00
#> 968 0.000000e+00 0.000000e+00
#> 969 0.000000e+00 0.000000e+00
#> 970 -1.076422e-07 -1.076422e-07
#> 971 4.036584e-07 4.036584e-07
#> 972 3.767478e-07 3.767478e-07
#> 973 -7.534956e-07 -7.534956e-07
#> 974 1.614633e-06 1.614633e-06
#> 975 7.534956e-07 7.534956e-07
#> 976 0.000000e+00 0.000000e+00
#> 977 3.437824e-06 3.437824e-06
#> 978 0.000000e+00 0.000000e+00
#> 979 -1.076422e-07 -1.076422e-07
#> 980 -1.076422e-07 -1.076422e-07
#> 981 4.036584e-08 4.036584e-08
#> 982 -2.152845e-07 -2.152845e-07
#> 983 0.000000e+00 0.000000e+00
#> 984 1.614633e-07 1.614633e-07
#> 985 4.036584e-07 4.036584e-07
#> 986 5.382112e-08 5.382112e-08
#> 987 3.417641e-06 3.417641e-06
#> 988 0.000000e+00 0.000000e+00
#> 989 1.668455e-06 1.668455e-06
#> 990 4.036584e-07 4.036584e-07
#> 991 8.577740e-07 8.577740e-07
#> 992 0.000000e+00 0.000000e+00
#> 993 0.000000e+00 0.000000e+00
#> 994 3.390730e-06 3.390730e-06
#> 995 1.708820e-06 1.708820e-06
#> 996 1.076422e-07 1.076422e-07
#> 997 0.000000e+00 0.000000e+00
#> 998 3.767478e-07 3.767478e-07
#> 999 0.000000e+00 0.000000e+00
#> 1000 0.000000e+00 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 0.000000e+00 0.000000e+00
#> 2 -2.915443e-01 6.781461e-06
#> 3 -2.232996e-01 1.548583e-01
#> 4 -2.086234e-01 3.599561e-01
#> 5 -2.689095e-01 1.912593e-02
#> 6 -1.252055e-01 4.305689e-07
#> 7 -1.002180e-01 4.381413e-02
#> 8 -3.066199e-01 4.180752e-02
#> 9 -2.191940e-01 8.297809e-03
#> 10 -2.324337e-01 8.041809e-02
#> 11 -2.390800e-01 1.342381e-01
#> 12 -1.288349e-01 7.172790e-02
#> 13 0.000000e+00 0.000000e+00
#> 14 -1.920253e-01 1.206155e-01
#> 15 -2.053598e-01 9.972196e-02
#> 16 0.000000e+00 0.000000e+00
#> 17 -1.787365e-01 5.942094e-02
#> 18 0.000000e+00 0.000000e+00
#> 19 -2.774305e-01 1.184153e-01
#> 20 -2.809581e-01 7.646841e-02
#> 21 -2.773143e-01 8.429904e-02
#> 22 -2.962557e-01 1.056118e-01
#> 23 0.000000e+00 0.000000e+00
#> 24 0.000000e+00 0.000000e+00
#> 25 -2.972504e-01 2.670287e-01
#> 26 -1.079816e-01 1.150536e-01
#> 27 0.000000e+00 0.000000e+00
#> 28 -3.127203e-01 1.501876e-01
#> 29 -3.103767e-01 4.341699e-02
#> 30 -2.718028e-01 1.803437e-01
#> 31 -3.535411e-03 9.424716e-04
#> 32 -2.583414e-06 4.169540e-02
#> 33 0.000000e+00 0.000000e+00
#> 34 -3.150432e-01 5.458509e-02
#> 35 0.000000e+00 0.000000e+00
#> 36 -2.177439e-01 1.191531e-01
#> 37 -2.506570e-01 1.115566e-01
#> 38 -2.426048e-01 6.156684e-02
#> 39 -4.305689e-07 6.064889e-02
#> 40 -1.707409e-01 6.875083e-03
#> 41 -2.944879e-01 6.751955e-02
#> 42 -2.613760e-01 9.446986e-02
#> 43 -1.204159e-01 8.369783e-02
#> 44 -6.694068e-02 5.213466e-02
#> 45 -3.065014e-01 6.899909e-02
#> 46 -1.076422e-07 2.161525e-02
#> 47 -2.345692e-01 6.781461e-06
#> 48 -2.722139e-01 6.259665e-02
#> 49 0.000000e+00 0.000000e+00
#> 50 -6.319539e-02 4.618786e-02
#> 51 0.000000e+00 0.000000e+00
#> 52 -1.622193e-01 5.455664e-02
#> 53 0.000000e+00 0.000000e+00
#> 54 -3.315572e-01 8.686094e-02
#> 55 -1.631900e-01 3.363168e-02
#> 56 0.000000e+00 0.000000e+00
#> 57 -2.202048e-01 9.145685e-02
#> 58 -2.695116e-01 2.144903e-01
#> 59 -1.382673e-01 1.379370e-02
#> 60 1.708820e-06 1.579995e-01
#> 61 -2.519775e-01 4.854614e-02
#> 62 -1.750089e-01 5.812795e-02
#> 63 -2.834803e-01 6.473440e-02
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 0.000000e+00
#> 66 0.000000e+00 0.000000e+00
#> 67 -1.766678e-01 4.754297e-02
#> 68 -5.745576e-02 3.239796e-02
#> 69 0.000000e+00 0.000000e+00
#> 70 -1.471530e-01 8.440284e-02
#> 71 0.000000e+00 0.000000e+00
#> 72 0.000000e+00 0.000000e+00
#> 73 -5.380221e-02 9.987323e-02
#> 74 0.000000e+00 0.000000e+00
#> 75 0.000000e+00 0.000000e+00
#> 76 0.000000e+00 2.356253e-01
#> 77 0.000000e+00 0.000000e+00
#> 78 -1.973459e-01 1.038861e-01
#> 79 -2.188083e-02 6.134252e-03
#> 80 -2.655366e-01 7.657230e-02
#> 81 0.000000e+00 0.000000e+00
#> 82 0.000000e+00 0.000000e+00
#> 83 -4.723690e-07 8.506106e-02
#> 84 -1.251840e-01 7.261305e-02
#> 85 -2.510167e-01 2.215632e-01
#> 86 0.000000e+00 0.000000e+00
#> 87 0.000000e+00 0.000000e+00
#> 88 0.000000e+00 0.000000e+00
#> 89 -3.133963e-01 5.378646e-02
#> 90 0.000000e+00 9.794078e-02
#> 91 -2.395634e-01 1.350337e-01
#> 92 0.000000e+00 0.000000e+00
#> 93 -3.138263e-01 1.554171e-02
#> 94 -9.367481e-02 4.533846e-02
#> 95 -4.358611e-06 1.283919e-01
#> 96 0.000000e+00 0.000000e+00
#> 97 -2.403934e-01 4.947740e-02
#> 98 -9.578088e-02 1.735517e-01
#> 99 -8.311886e-02 4.148756e-02
#> 100 0.000000e+00 0.000000e+00
#> 101 -2.678314e-01 1.816655e-01
#> 102 -1.390147e-01 2.738358e-02
#> 103 -5.943683e-02 1.527174e-01
#> 104 -4.986185e-02 2.314105e-02
#> 105 0.000000e+00 0.000000e+00
#> 106 -2.638583e-01 2.656416e-01
#> 107 -1.262399e-01 5.352228e-02
#> 108 -2.865557e-01 6.569328e-02
#> 109 -1.366860e-01 1.627381e-01
#> 110 -5.407255e-02 2.419252e-02
#> 111 0.000000e+00 0.000000e+00
#> 112 0.000000e+00 0.000000e+00
#> 113 0.000000e+00 0.000000e+00
#> 114 0.000000e+00 0.000000e+00
#> 115 -2.344038e-01 8.606968e-02
#> 116 -3.016036e-01 1.485505e-01
#> 117 0.000000e+00 0.000000e+00
#> 118 -2.362163e-01 1.005577e-01
#> 119 -1.295153e-01 4.503779e-02
#> 120 0.000000e+00 0.000000e+00
#> 121 -5.795717e-02 2.193620e-02
#> 122 0.000000e+00 0.000000e+00
#> 123 0.000000e+00 0.000000e+00
#> 124 0.000000e+00 0.000000e+00
#> 125 0.000000e+00 0.000000e+00
#> 126 0.000000e+00 0.000000e+00
#> 127 0.000000e+00 0.000000e+00
#> 128 0.000000e+00 0.000000e+00
#> 129 -3.259139e-01 2.296564e-02
#> 130 -2.267218e-01 8.579434e-02
#> 131 -2.362260e-01 1.982227e-01
#> 132 0.000000e+00 0.000000e+00
#> 133 -1.840790e-01 8.206446e-02
#> 134 6.458534e-07 2.049370e-01
#> 135 0.000000e+00 0.000000e+00
#> 136 -1.909029e-01 4.875732e-02
#> 137 0.000000e+00 0.000000e+00
#> 138 -2.495737e-01 1.678369e-01
#> 139 -2.622201e-01 6.919141e-02
#> 140 0.000000e+00 0.000000e+00
#> 141 -9.630322e-02 4.096219e-02
#> 142 -1.499823e-01 8.138241e-02
#> 143 -4.063065e-02 4.641078e-04
#> 144 -2.047595e-01 8.818830e-02
#> 145 -2.248667e-01 1.210075e-01
#> 146 -3.048286e-01 2.452473e-01
#> 147 -1.447196e-01 1.342166e-01
#> 148 0.000000e+00 0.000000e+00
#> 149 -2.439366e-01 6.305416e-02
#> 150 -8.900973e-07 3.312482e-01
#> 151 -5.102346e-02 2.238532e-02
#> 152 -1.580608e-01 3.528924e-02
#> 153 0.000000e+00 0.000000e+00
#> 154 -1.002295e-01 3.229267e-07
#> 155 0.000000e+00 0.000000e+00
#> 156 -1.816310e-01 3.001455e-02
#> 157 0.000000e+00 0.000000e+00
#> 158 -2.423214e-01 1.664040e-01
#> 159 -2.038469e-01 9.065473e-02
#> 160 -1.698530e-01 4.897294e-02
#> 161 -3.983066e-02 9.734055e-03
#> 162 0.000000e+00 0.000000e+00
#> 163 -2.645238e-01 9.887072e-02
#> 164 -3.085152e-01 5.805149e-02
#> 165 -1.490199e-01 5.736058e-02
#> 166 0.000000e+00 0.000000e+00
#> 167 -1.193485e-01 2.958982e-02
#> 168 0.000000e+00 0.000000e+00
#> 169 -2.423199e-01 9.597528e-02
#> 170 -2.298613e-01 1.730032e-01
#> 171 -1.076422e-07 5.155680e-02
#> 172 0.000000e+00 0.000000e+00
#> 173 -1.226429e-01 4.410057e-02
#> 174 -3.127293e-01 4.302094e-02
#> 175 -2.590558e-01 1.347542e-01
#> 176 -1.368473e-01 2.915321e-02
#> 177 7.534956e-07 2.999382e-01
#> 178 -1.557906e-01 1.889477e-01
#> 179 -1.154301e-01 1.399787e-01
#> 180 -1.691796e-01 7.047433e-02
#> 181 -7.930233e-06 1.744149e-01
#> 182 -3.065938e-01 3.184882e-02
#> 183 -2.517393e-01 7.867977e-02
#> 184 -1.540205e-01 6.299633e-02
#> 185 -1.306184e-01 1.585093e-02
#> 186 -2.698827e-01 1.636841e-01
#> 187 0.000000e+00 5.635141e-02
#> 188 -2.914246e-01 2.135429e-02
#> 189 0.000000e+00 0.000000e+00
#> 190 -3.115526e-01 9.463884e-02
#> 191 0.000000e+00 0.000000e+00
#> 192 -8.569488e-02 2.225485e-01
#> 193 -1.473021e-01 1.658710e-01
#> 194 -1.617137e-01 7.298477e-02
#> 195 -3.767478e-07 4.837017e-02
#> 196 0.000000e+00 0.000000e+00
#> 197 0.000000e+00 0.000000e+00
#> 198 -5.400086e-02 4.666529e-02
#> 199 0.000000e+00 0.000000e+00
#> 200 -2.959374e-01 1.721454e-01
#> 201 0.000000e+00 0.000000e+00
#> 202 -2.958611e-01 1.044699e-01
#> 203 8.611379e-07 7.103867e-03
#> 204 0.000000e+00 0.000000e+00
#> 205 -1.683272e-01 5.167723e-02
#> 206 0.000000e+00 0.000000e+00
#> 207 0.000000e+00 0.000000e+00
#> 208 -2.907415e-01 8.391670e-02
#> 209 0.000000e+00 0.000000e+00
#> 210 -3.011037e-01 7.637851e-02
#> 211 -3.161139e-01 1.250138e-01
#> 212 0.000000e+00 0.000000e+00
#> 213 -1.814653e-01 5.106041e-02
#> 214 -3.092319e-01 1.217322e-01
#> 215 -1.902021e-01 3.488648e-02
#> 216 0.000000e+00 0.000000e+00
#> 217 0.000000e+00 0.000000e+00
#> 218 0.000000e+00 0.000000e+00
#> 219 0.000000e+00 0.000000e+00
#> 220 0.000000e+00 0.000000e+00
#> 221 0.000000e+00 0.000000e+00
#> 222 0.000000e+00 0.000000e+00
#> 223 0.000000e+00 0.000000e+00
#> 224 -9.343722e-02 5.182674e-02
#> 225 -1.505393e-01 9.402232e-02
#> 226 -1.279887e-01 2.772212e-02
#> 227 5.382112e-08 6.419018e-02
#> 228 0.000000e+00 0.000000e+00
#> 229 -1.727794e-01 7.440341e-03
#> 230 -3.232265e-01 1.385194e-01
#> 231 -2.677529e-01 2.307736e-01
#> 232 -6.439554e-02 2.805305e-02
#> 233 -1.318560e-01 7.436313e-02
#> 234 -2.066377e-01 9.044287e-02
#> 235 0.000000e+00 0.000000e+00
#> 236 -9.210533e-02 5.925035e-02
#> 237 0.000000e+00 0.000000e+00
#> 238 0.000000e+00 0.000000e+00
#> 239 0.000000e+00 0.000000e+00
#> 240 0.000000e+00 0.000000e+00
#> 241 0.000000e+00 0.000000e+00
#> 242 0.000000e+00 0.000000e+00
#> 243 -2.372808e-01 7.951448e-02
#> 244 0.000000e+00 0.000000e+00
#> 245 0.000000e+00 0.000000e+00
#> 246 -2.733184e-01 5.996313e-02
#> 247 0.000000e+00 0.000000e+00
#> 248 -3.362510e-02 1.474955e-02
#> 249 -2.318561e-01 6.781461e-06
#> 250 -3.039864e-01 1.123211e-01
#> 251 -2.509021e-01 2.805338e-01
#> 252 -1.430491e-01 1.315224e-01
#> 253 -2.818328e-01 4.543591e-02
#> 254 0.000000e+00 0.000000e+00
#> 255 0.000000e+00 0.000000e+00
#> 256 0.000000e+00 0.000000e+00
#> 257 -2.891742e-06 1.631873e-01
#> 258 -1.313409e-01 5.174490e-02
#> 259 -2.751887e-01 7.259886e-02
#> 260 -2.693127e-01 1.564818e-02
#> 261 -1.415520e-01 8.608374e-02
#> 262 0.000000e+00 0.000000e+00
#> 263 -6.156540e-06 2.505693e-01
#> 264 -2.470552e-01 1.128485e-01
#> 265 -3.177361e-01 2.266507e-01
#> 266 0.000000e+00 0.000000e+00
#> 267 0.000000e+00 0.000000e+00
#> 268 -3.193193e-01 1.776015e-01
#> 269 -3.037430e-01 1.466741e-01
#> 270 -2.807075e-01 7.790356e-02
#> 271 -2.982367e-01 2.777221e-02
#> 272 0.000000e+00 0.000000e+00
#> 273 0.000000e+00 0.000000e+00
#> 274 0.000000e+00 0.000000e+00
#> 275 -7.274591e-02 9.960991e-03
#> 276 -5.592255e-02 1.561889e-01
#> 277 0.000000e+00 0.000000e+00
#> 278 -2.655055e-01 4.513233e-02
#> 279 0.000000e+00 0.000000e+00
#> 280 0.000000e+00 0.000000e+00
#> 281 0.000000e+00 0.000000e+00
#> 282 -2.077294e-01 1.160267e-01
#> 283 0.000000e+00 0.000000e+00
#> 284 -1.557927e-01 6.661824e-02
#> 285 -4.305689e-07 2.929467e-02
#> 286 0.000000e+00 0.000000e+00
#> 287 -7.674859e-02 8.941143e-03
#> 288 -2.327632e-01 1.977636e-01
#> 289 -9.259548e-02 2.248030e-01
#> 290 0.000000e+00 0.000000e+00
#> 291 0.000000e+00 0.000000e+00
#> 292 0.000000e+00 0.000000e+00
#> 293 -7.147004e-02 1.868357e-01
#> 294 0.000000e+00 0.000000e+00
#> 295 0.000000e+00 0.000000e+00
#> 296 0.000000e+00 0.000000e+00
#> 297 0.000000e+00 0.000000e+00
#> 298 -1.198254e-01 8.278395e-02
#> 299 0.000000e+00 0.000000e+00
#> 300 -2.693865e-01 4.271895e-02
#> 301 0.000000e+00 0.000000e+00
#> 302 -2.374994e-01 1.650338e-01
#> 303 0.000000e+00 0.000000e+00
#> 304 -3.174057e-01 1.185440e-01
#> 305 0.000000e+00 0.000000e+00
#> 306 -5.213514e-02 3.231368e-02
#> 307 -1.671383e-01 4.110326e-02
#> 308 0.000000e+00 0.000000e+00
#> 309 0.000000e+00 0.000000e+00
#> 310 -8.254896e-06 9.009230e-02
#> 311 0.000000e+00 0.000000e+00
#> 312 0.000000e+00 0.000000e+00
#> 313 0.000000e+00 0.000000e+00
#> 314 0.000000e+00 0.000000e+00
#> 315 0.000000e+00 7.639860e-02
#> 316 0.000000e+00 0.000000e+00
#> 317 0.000000e+00 0.000000e+00
#> 318 -1.924993e-01 4.676641e-02
#> 319 2.152845e-07 2.332896e-01
#> 320 1.076422e-07 1.494438e-01
#> 321 -2.334518e-01 5.620532e-02
#> 322 -1.986355e-01 1.118816e-01
#> 323 -2.578397e-01 1.548481e-01
#> 324 -1.898761e-01 3.778262e-02
#> 325 -6.785918e-02 4.665349e-02
#> 326 0.000000e+00 0.000000e+00
#> 327 0.000000e+00 0.000000e+00
#> 328 -2.911471e-01 1.165686e-01
#> 329 -2.119608e-01 7.099088e-02
#> 330 0.000000e+00 0.000000e+00
#> 331 -9.951703e-02 5.217378e-02
#> 332 0.000000e+00 9.353463e-02
#> 333 1.506991e-06 3.538019e-02
#> 334 -1.760834e-01 1.373690e-02
#> 335 -2.691313e-01 1.460795e-01
#> 336 -1.060253e-02 1.567921e-01
#> 337 -3.013183e-01 2.296621e-01
#> 338 -1.456562e-01 7.991739e-02
#> 339 0.000000e+00 0.000000e+00
#> 340 0.000000e+00 0.000000e+00
#> 341 -1.655722e-01 5.286329e-02
#> 342 -2.167246e-01 8.611379e-07
#> 343 -1.909011e-01 4.461661e-02
#> 344 1.076422e-07 1.202567e-01
#> 345 0.000000e+00 0.000000e+00
#> 346 1.076422e-07 1.432230e-01
#> 347 0.000000e+00 0.000000e+00
#> 348 -1.705788e-01 7.772138e-02
#> 349 -2.583342e-01 2.381889e-02
#> 350 -3.032884e-01 8.358580e-02
#> 351 -7.044837e-02 9.084416e-03
#> 352 -5.511990e-02 1.922556e-02
#> 353 -1.012163e-01 9.589528e-02
#> 354 -2.989066e-01 5.772849e-02
#> 355 -2.880581e-01 1.203934e-02
#> 356 0.000000e+00 0.000000e+00
#> 357 0.000000e+00 3.362422e-01
#> 358 0.000000e+00 0.000000e+00
#> 359 0.000000e+00 0.000000e+00
#> 360 -1.776238e-01 1.079423e-01
#> 361 -2.905179e-01 5.842889e-02
#> 362 0.000000e+00 0.000000e+00
#> 363 -3.374549e-01 1.082361e-01
#> 364 -2.835699e-01 3.336909e-06
#> 365 -1.965358e-01 1.252126e-01
#> 366 2.102387e-10 8.027801e-02
#> 367 0.000000e+00 9.837096e-02
#> 368 5.382112e-08 1.488716e-01
#> 369 0.000000e+00 3.553618e-03
#> 370 -2.859117e-01 2.544921e-01
#> 371 -1.241090e-01 3.833030e-02
#> 372 -2.182626e-01 1.485557e-01
#> 373 -1.554825e-01 5.866223e-02
#> 374 0.000000e+00 0.000000e+00
#> 375 0.000000e+00 0.000000e+00
#> 376 -2.306941e-01 7.499136e-02
#> 377 -1.885123e-01 8.845093e-02
#> 378 -4.652713e-02 1.840641e-02
#> 379 -1.987371e-01 1.144725e-01
#> 380 0.000000e+00 0.000000e+00
#> 381 -2.800714e-01 1.094750e-01
#> 382 0.000000e+00 0.000000e+00
#> 383 -3.107301e-01 6.053816e-02
#> 384 0.000000e+00 0.000000e+00
#> 385 -1.599067e-01 1.805806e-02
#> 386 -2.345695e-01 2.763720e-02
#> 387 -5.903034e-07 5.188683e-02
#> 388 -1.865342e-01 1.187761e-01
#> 389 0.000000e+00 0.000000e+00
#> 390 -2.588639e-01 1.175696e-01
#> 391 -1.291707e-06 1.150047e-01
#> 392 -7.914941e-02 5.835232e-03
#> 393 -2.760355e-01 1.564682e-01
#> 394 -5.226528e-06 1.414161e-01
#> 395 0.000000e+00 0.000000e+00
#> 396 -1.904544e-01 1.198697e-01
#> 397 0.000000e+00 0.000000e+00
#> 398 -6.769011e-02 3.082474e-02
#> 399 0.000000e+00 0.000000e+00
#> 400 0.000000e+00 0.000000e+00
#> 401 -1.817755e-01 7.820366e-02
#> 402 0.000000e+00 0.000000e+00
#> 403 -2.673497e-01 2.016589e-01
#> 404 -1.917657e-01 9.847256e-02
#> 405 0.000000e+00 0.000000e+00
#> 406 -3.227524e-01 2.160656e-01
#> 407 -1.858944e-01 5.495433e-02
#> 408 0.000000e+00 0.000000e+00
#> 409 -2.928091e-01 1.106667e-01
#> 410 -1.038985e-01 7.358210e-02
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#> 813 -3.040566e-01 4.889768e-02
#> 814 -3.043390e-01 1.464404e-01
#> 815 0.000000e+00 0.000000e+00
#> 816 -3.207621e-01 6.071467e-02
#> 817 -2.789235e-01 4.722990e-02
#> 818 0.000000e+00 0.000000e+00
#> 819 -3.633416e-01 1.306165e-01
#> 820 0.000000e+00 0.000000e+00
#> 821 -2.825702e-01 1.554860e-01
#> 822 -1.898871e-01 1.399640e-01
#> 823 -1.352640e-01 6.687179e-02
#> 824 0.000000e+00 0.000000e+00
#> 825 -2.942715e-01 1.201427e-01
#> 826 -1.466481e-06 2.735053e-01
#> 827 -2.261628e-01 1.210183e-01
#> 828 -2.298189e-01 8.911040e-02
#> 829 -2.665875e-01 1.167545e-01
#> 830 -2.448326e-01 9.909681e-02
#> 831 -2.961708e-01 9.585396e-02
#> 832 -3.105393e-01 1.374458e-01
#> 833 -2.733352e-01 1.218908e-01
#> 834 0.000000e+00 0.000000e+00
#> 835 0.000000e+00 9.408603e-02
#> 836 0.000000e+00 0.000000e+00
#> 837 0.000000e+00 0.000000e+00
#> 838 0.000000e+00 0.000000e+00
#> 839 -2.787931e-01 1.203243e-01
#> 840 -3.056067e-01 1.707530e-01
#> 841 0.000000e+00 0.000000e+00
#> 842 -9.894071e-02 4.713311e-02
#> 843 2.152845e-07 1.244730e-01
#> 844 0.000000e+00 0.000000e+00
#> 845 -9.412300e-02 4.568419e-02
#> 846 0.000000e+00 0.000000e+00
#> 847 -2.465474e-01 7.470279e-02
#> 848 0.000000e+00 0.000000e+00
#> 849 0.000000e+00 0.000000e+00
#> 850 0.000000e+00 0.000000e+00
#> 851 0.000000e+00 0.000000e+00
#> 852 -2.701425e-01 1.482290e-02
#> 853 -2.583414e-06 1.372493e-01
#> 854 1.637825e-06 3.753955e-02
#> 855 -2.494524e-01 9.917933e-02
#> 856 -2.233176e-01 7.975388e-02
#> 857 0.000000e+00 0.000000e+00
#> 858 -1.511289e-01 5.634876e-02
#> 859 -2.661047e-01 1.024577e-01
#> 860 -1.684452e-01 6.447096e-02
#> 861 -3.123991e-01 2.075301e-01
#> 862 -8.611379e-07 1.769828e-01
#> 863 2.152845e-07 3.027777e-01
#> 864 0.000000e+00 0.000000e+00
#> 865 -1.377697e-01 2.933783e-02
#> 866 -1.570896e-01 4.336530e-02
#> 867 0.000000e+00 0.000000e+00
#> 868 -2.465477e-01 8.681865e-02
#> 869 0.000000e+00 0.000000e+00
#> 870 0.000000e+00 0.000000e+00
#> 871 0.000000e+00 0.000000e+00
#> 872 0.000000e+00 0.000000e+00
#> 873 -1.754373e-01 7.192134e-02
#> 874 -1.448262e-01 1.433288e-02
#> 875 -2.768143e-01 2.614374e-01
#> 876 -3.258472e-01 1.868798e-01
#> 877 0.000000e+00 0.000000e+00
#> 878 -2.871775e-01 8.944918e-02
#> 879 0.000000e+00 0.000000e+00
#> 880 -1.302855e-01 1.023659e-02
#> 881 0.000000e+00 0.000000e+00
#> 882 -3.116012e-01 1.952696e-01
#> 883 3.229267e-07 1.575760e-01
#> 884 0.000000e+00 0.000000e+00
#> 885 0.000000e+00 0.000000e+00
#> 886 -1.266167e-01 5.717258e-02
#> 887 -2.245617e-01 9.373368e-02
#> 888 0.000000e+00 0.000000e+00
#> 889 -3.095935e-01 9.756666e-02
#> 890 -1.451984e-01 4.295021e-02
#> 891 0.000000e+00 0.000000e+00
#> 892 -2.370796e-01 3.163244e-01
#> 893 -3.315575e-01 2.577643e-01
#> 894 -1.099607e-01 4.390577e-02
#> 895 -2.814969e-01 1.646680e-01
#> 896 -1.894552e-01 2.289313e-02
#> 897 0.000000e+00 0.000000e+00
#> 898 0.000000e+00 0.000000e+00
#> 899 -3.003627e-01 1.244677e-01
#> 900 0.000000e+00 0.000000e+00
#> 901 0.000000e+00 0.000000e+00
#> 902 0.000000e+00 0.000000e+00
#> 903 -2.940307e-01 6.538510e-02
#> 904 -1.443157e-01 3.133730e-02
#> 905 6.458534e-07 1.241551e-01
#> 906 0.000000e+00 0.000000e+00
#> 907 0.000000e+00 0.000000e+00
#> 908 -1.990134e-01 8.462309e-02
#> 909 0.000000e+00 0.000000e+00
#> 910 0.000000e+00 0.000000e+00
#> 911 0.000000e+00 0.000000e+00
#> 912 0.000000e+00 0.000000e+00
#> 913 -1.056115e-01 -8.611379e-07
#> 914 -1.698101e-01 6.713610e-03
#> 915 -2.208634e-01 9.183428e-02
#> 916 -3.148690e-01 1.648137e-01
#> 917 -2.087380e-01 4.174242e-02
#> 918 0.000000e+00 0.000000e+00
#> 919 0.000000e+00 0.000000e+00
#> 920 -2.177145e-01 1.494480e-01
#> 921 -2.858748e-01 2.081463e-01
#> 922 0.000000e+00 0.000000e+00
#> 923 -1.360667e-01 4.367765e-03
#> 924 -2.087769e-01 6.281309e-02
#> 925 0.000000e+00 0.000000e+00
#> 926 -2.844172e-01 9.192407e-02
#> 927 0.000000e+00 0.000000e+00
#> 928 0.000000e+00 0.000000e+00
#> 929 -3.345922e-07 2.594809e-01
#> 930 -2.859640e-01 7.703817e-02
#> 931 -2.791456e-01 2.918933e-01
#> 932 -2.469812e-01 1.742067e-02
#> 933 -2.991351e-01 8.809394e-02
#> 934 -7.649020e-07 1.328247e-01
#> 935 -3.005279e-01 1.983461e-01
#> 936 -2.717651e-01 3.336909e-06
#> 937 -1.255363e-01 4.926207e-02
#> 938 -7.673093e-02 4.701535e-02
#> 939 -2.686862e-01 5.505997e-02
#> 940 0.000000e+00 0.000000e+00
#> 941 0.000000e+00 0.000000e+00
#> 942 -2.138094e-01 2.846441e-01
#> 943 -8.395082e-02 2.964873e-02
#> 944 -7.438645e-02 1.901515e-01
#> 945 0.000000e+00 0.000000e+00
#> 946 -1.864028e-01 1.876844e-02
#> 947 0.000000e+00 0.000000e+00
#> 948 0.000000e+00 0.000000e+00
#> 949 -2.841496e-01 5.947810e-02
#> 950 -2.342793e-01 4.725077e-02
#> 951 0.000000e+00 9.316054e-02
#> 952 0.000000e+00 7.872640e-02
#> 953 -2.577165e-01 1.547822e-01
#> 954 0.000000e+00 0.000000e+00
#> 955 -3.063711e-01 9.233226e-03
#> 956 0.000000e+00 0.000000e+00
#> 957 0.000000e+00 0.000000e+00
#> 958 -2.813833e-01 5.803505e-02
#> 959 3.229267e-07 1.951225e-01
#> 960 0.000000e+00 0.000000e+00
#> 961 1.076422e-07 1.125794e-01
#> 962 0.000000e+00 0.000000e+00
#> 963 0.000000e+00 0.000000e+00
#> 964 -1.839466e-01 3.548992e-02
#> 965 -1.142187e-01 1.457840e-02
#> 966 -2.449605e-01 9.744879e-02
#> 967 0.000000e+00 0.000000e+00
#> 968 0.000000e+00 0.000000e+00
#> 969 0.000000e+00 0.000000e+00
#> 970 -1.384366e-01 6.731583e-02
#> 971 -2.575379e-01 9.026070e-02
#> 972 -2.403793e-01 6.508942e-02
#> 973 -1.111299e-01 5.111819e-02
#> 974 -2.452274e-01 1.403169e-02
#> 975 -2.703649e-01 2.400866e-02
#> 976 0.000000e+00 0.000000e+00
#> 977 -2.998708e-01 2.253776e-01
#> 978 0.000000e+00 0.000000e+00
#> 979 -1.317126e-01 1.187932e-02
#> 980 -6.039861e-02 2.328518e-02
#> 981 -1.285599e-01 4.215443e-02
#> 982 1.613827e-07 9.431754e-02
#> 983 -1.540211e-01 6.422522e-02
#> 984 -1.812782e-01 7.425750e-02
#> 985 -2.310807e-01 1.534684e-02
#> 986 -1.710918e-01 1.129093e-01
#> 987 -2.153413e-01 1.445218e-01
#> 988 0.000000e+00 0.000000e+00
#> 989 -2.592051e-01 6.678328e-02
#> 990 -2.457562e-01 7.815376e-02
#> 991 -2.765996e-01 2.048813e-01
#> 992 -1.893597e-01 6.265322e-02
#> 993 0.000000e+00 0.000000e+00
#> 994 -2.144170e-01 1.534453e-01
#> 995 -3.237283e-01 1.373124e-01
#> 996 1.076422e-07 1.468525e-01
#> 997 0.000000e+00 0.000000e+00
#> 998 3.767478e-07 2.088346e-01
#> 999 0.000000e+00 0.000000e+00
#> 1000 0.000000e+00 0.000000e+00
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 0.000000e+00 0.000000e+00
#> 2 6.781461e-06 -3.033495e-01
#> 3 2.018292e-07 -1.778386e-01
#> 4 6.875648e-06 -2.466158e-01
#> 5 -6.458534e-07 -4.288439e-02
#> 6 4.305689e-07 -1.088746e-01
#> 7 -7.534956e-07 -6.012100e-02
#> 8 1.668455e-06 -2.012278e-01
#> 9 1.291707e-06 -8.859761e-02
#> 10 8.073167e-08 -9.168217e-02
#> 11 2.018292e-07 -2.002912e-01
#> 12 6.458534e-07 -2.402191e-01
#> 13 0.000000e+00 0.000000e+00
#> 14 4.036584e-07 -1.556360e-01
#> 15 1.883739e-07 -1.169424e-01
#> 16 0.000000e+00 0.000000e+00
#> 17 0.000000e+00 -7.915649e-02
#> 18 0.000000e+00 0.000000e+00
#> 19 4.171136e-07 -1.761276e-01
#> 20 1.614633e-07 -7.920141e-02
#> 21 1.883739e-07 -1.831287e-01
#> 22 4.171136e-07 -2.284336e-01
#> 23 0.000000e+00 0.000000e+00
#> 24 0.000000e+00 0.000000e+00
#> 25 1.668455e-06 -1.847278e-01
#> 26 4.709348e-08 -1.483675e-01
#> 27 0.000000e+00 0.000000e+00
#> 28 6.875648e-06 -3.410878e-01
#> 29 3.229267e-07 -1.740487e-01
#> 30 5.045730e-09 -2.244806e-01
#> 31 0.000000e+00 -1.257795e-03
#> 32 -2.583414e-06 -2.019398e-01
#> 33 0.000000e+00 0.000000e+00
#> 34 1.695365e-06 -2.124517e-01
#> 35 0.000000e+00 0.000000e+00
#> 36 3.767478e-07 -1.650847e-01
#> 37 1.715548e-06 -1.681689e-01
#> 38 -7.534956e-07 -8.119084e-02
#> 39 -4.305689e-07 -2.072217e-01
#> 40 -8.611379e-07 -2.578959e-02
#> 41 1.708820e-06 -2.235976e-01
#> 42 4.036584e-08 -1.558993e-01
#> 43 -3.767478e-07 -1.069850e-01
#> 44 -8.073167e-08 -6.256130e-02
#> 45 3.431096e-06 -2.206139e-01
#> 46 -1.076422e-07 -2.942815e-02
#> 47 6.781461e-06 -3.271491e-01
#> 48 3.417641e-06 -3.588406e-01
#> 49 0.000000e+00 0.000000e+00
#> 50 6.727639e-09 -5.538894e-02
#> 51 0.000000e+00 0.000000e+00
#> 52 0.000000e+00 -1.079960e-01
#> 53 0.000000e+00 0.000000e+00
#> 54 4.036584e-07 -1.791923e-01
#> 55 8.073167e-08 -7.182729e-02
#> 56 0.000000e+00 0.000000e+00
#> 57 0.000000e+00 -1.076969e-01
#> 58 3.431096e-06 -2.642104e-01
#> 59 3.013983e-06 -2.170277e-01
#> 60 1.708820e-06 -3.378055e-01
#> 61 3.767478e-07 -5.348901e-02
#> 62 1.883739e-07 -7.427280e-02
#> 63 1.614633e-07 -1.179886e-01
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 0.000000e+00
#> 66 0.000000e+00 0.000000e+00
#> 67 1.076422e-07 -7.147109e-02
#> 68 2.691056e-08 -4.309622e-02
#> 69 0.000000e+00 0.000000e+00
#> 70 8.476826e-07 -9.874366e-02
#> 71 0.000000e+00 0.000000e+00
#> 72 0.000000e+00 0.000000e+00
#> 73 -4.305689e-07 -2.506617e-01
#> 74 0.000000e+00 0.000000e+00
#> 75 0.000000e+00 0.000000e+00
#> 76 0.000000e+00 0.000000e+00
#> 77 0.000000e+00 0.000000e+00
#> 78 1.883739e-07 -1.530765e-01
#> 79 0.000000e+00 -8.589433e-03
#> 80 1.614633e-07 -1.245089e-01
#> 81 0.000000e+00 0.000000e+00
#> 82 0.000000e+00 0.000000e+00
#> 83 5.382112e-08 -1.631232e-01
#> 84 -3.767478e-07 -9.016255e-02
#> 85 3.437824e-06 -2.792126e-01
#> 86 0.000000e+00 0.000000e+00
#> 87 0.000000e+00 0.000000e+00
#> 88 0.000000e+00 0.000000e+00
#> 89 1.614633e-07 -7.549641e-02
#> 90 0.000000e+00 -1.236513e-01
#> 91 3.417641e-06 -2.986648e-01
#> 92 0.000000e+00 0.000000e+00
#> 93 1.614633e-06 -4.326396e-02
#> 94 -7.534956e-07 -8.230632e-02
#> 95 8.342273e-07 -1.956394e-01
#> 96 0.000000e+00 0.000000e+00
#> 97 3.417641e-06 -6.518530e-02
#> 98 3.229267e-07 -2.548818e-01
#> 99 4.036584e-08 -6.770853e-02
#> 100 0.000000e+00 0.000000e+00
#> 101 1.708820e-06 -2.972276e-01
#> 102 -7.534956e-07 -9.459673e-02
#> 103 -1.007140e-01 -2.119990e-01
#> 104 -8.073167e-07 -3.973810e-02
#> 105 0.000000e+00 0.000000e+00
#> 106 3.229267e-06 -1.209401e-01
#> 107 -7.534956e-07 -6.747280e-02
#> 108 6.835282e-06 -3.713337e-01
#> 109 6.835282e-06 -2.255673e-01
#> 110 3.229267e-07 -2.737808e-02
#> 111 0.000000e+00 0.000000e+00
#> 112 0.000000e+00 0.000000e+00
#> 113 0.000000e+00 0.000000e+00
#> 114 0.000000e+00 0.000000e+00
#> 115 9.418695e-08 -1.342443e-01
#> 116 4.171136e-07 -2.186801e-01
#> 117 0.000000e+00 0.000000e+00
#> 118 2.085568e-07 -1.202946e-01
#> 119 1.076422e-07 -5.882080e-02
#> 120 0.000000e+00 0.000000e+00
#> 121 -5.382112e-08 -3.410936e-02
#> 122 0.000000e+00 0.000000e+00
#> 123 0.000000e+00 0.000000e+00
#> 124 0.000000e+00 0.000000e+00
#> 125 0.000000e+00 0.000000e+00
#> 126 0.000000e+00 0.000000e+00
#> 127 0.000000e+00 0.000000e+00
#> 128 0.000000e+00 0.000000e+00
#> 129 2.152845e-07 -6.594792e-02
#> 130 8.342273e-07 -1.508240e-01
#> 131 1.708820e-06 -3.293813e-01
#> 132 0.000000e+00 0.000000e+00
#> 133 1.614633e-07 -1.673445e-01
#> 134 6.458534e-07 -2.628379e-01
#> 135 0.000000e+00 0.000000e+00
#> 136 1.076422e-07 -1.475990e-01
#> 137 0.000000e+00 0.000000e+00
#> 138 1.708820e-06 -2.597891e-01
#> 139 1.708820e-06 -1.056943e-01
#> 140 0.000000e+00 0.000000e+00
#> 141 1.291707e-06 -2.664757e-01
#> 142 0.000000e+00 -8.952008e-02
#> 143 0.000000e+00 -1.268310e-03
#> 144 8.476826e-07 -1.427458e-01
#> 145 1.009146e-07 -1.656055e-01
#> 146 6.882375e-06 -3.597160e-01
#> 147 1.614633e-07 -1.774714e-01
#> 148 0.000000e+00 0.000000e+00
#> 149 7.534956e-07 -2.057873e-01
#> 150 1.614633e-07 -6.044586e-06
#> 151 5.382112e-08 -3.146820e-02
#> 152 -1.614633e-06 -3.817617e-02
#> 153 0.000000e+00 0.000000e+00
#> 154 3.229267e-07 -5.709208e-02
#> 155 0.000000e+00 0.000000e+00
#> 156 2.152845e-07 -1.515864e-01
#> 157 0.000000e+00 0.000000e+00
#> 158 3.417641e-06 -3.259501e-01
#> 159 2.018292e-07 -1.432096e-01
#> 160 -3.570216e-02 -1.087483e-01
#> 161 0.000000e+00 -2.370396e-02
#> 162 0.000000e+00 0.000000e+00
#> 163 1.883739e-07 -1.443636e-01
#> 164 1.614633e-07 -7.905510e-02
#> 165 -1.076422e-07 -9.484275e-02
#> 166 0.000000e+00 0.000000e+00
#> 167 -2.152845e-07 -8.392672e-02
#> 168 0.000000e+00 0.000000e+00
#> 169 1.883739e-07 -1.342494e-01
#> 170 4.171136e-07 -1.993718e-01
#> 171 -1.076422e-07 -7.723739e-02
#> 172 0.000000e+00 0.000000e+00
#> 173 -3.229267e-07 -8.700248e-02
#> 174 1.076422e-07 -4.835568e-02
#> 175 1.883739e-07 -1.605433e-01
#> 176 7.534956e-07 -9.298050e-02
#> 177 7.534956e-07 6.681033e-06
#> 178 6.835282e-06 -3.117840e-01
#> 179 2.144435e-07 -2.701087e-01
#> 180 -3.229267e-07 -1.094887e-01
#> 181 3.390730e-06 -2.892830e-01
#> 182 3.417641e-06 -2.410797e-01
#> 183 1.614633e-07 -1.293673e-01
#> 184 -2.018292e-07 -9.948670e-02
#> 185 -8.342273e-07 -5.296382e-02
#> 186 8.544102e-07 -2.028221e-01
#> 187 0.000000e+00 -7.419452e-02
#> 188 3.390730e-06 -1.534113e-01
#> 189 0.000000e+00 0.000000e+00
#> 190 -1.454414e-02 -1.467372e-01
#> 191 0.000000e+00 0.000000e+00
#> 192 3.390730e-06 -2.843500e-01
#> 193 8.073167e-07 -2.719114e-01
#> 194 4.709348e-08 -7.774495e-02
#> 195 -3.767478e-07 -8.893870e-02
#> 196 0.000000e+00 0.000000e+00
#> 197 0.000000e+00 0.000000e+00
#> 198 -8.073167e-08 -4.819164e-02
#> 199 0.000000e+00 0.000000e+00
#> 200 8.544102e-07 -2.229484e-01
#> 201 0.000000e+00 0.000000e+00
#> 202 3.437824e-06 -2.251037e-01
#> 203 8.611379e-07 -2.095341e-01
#> 204 0.000000e+00 0.000000e+00
#> 205 -1.076422e-07 -8.711033e-02
#> 206 0.000000e+00 0.000000e+00
#> 207 0.000000e+00 0.000000e+00
#> 208 8.342273e-07 -2.642865e-01
#> 209 0.000000e+00 0.000000e+00
#> 210 8.476826e-07 -1.379008e-01
#> 211 1.668455e-06 -2.662807e-01
#> 212 0.000000e+00 0.000000e+00
#> 213 1.076422e-07 -1.048244e-01
#> 214 2.018292e-07 -1.705507e-01
#> 215 -6.104269e-02 -1.869501e-01
#> 216 0.000000e+00 0.000000e+00
#> 217 0.000000e+00 0.000000e+00
#> 218 0.000000e+00 0.000000e+00
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#> 631 0.000000e+00 0.000000e+00
#> 632 0.000000e+00 0.000000e+00
#> 633 0.000000e+00 0.000000e+00
#> 634 8.476826e-07 -1.958623e-01
#> 635 2.152845e-07 -2.172917e-01
#> 636 4.171136e-07 -2.049066e-01
#> 637 -7.534956e-07 -8.559308e-02
#> 638 1.059603e-07 -1.342707e-01
#> 639 0.000000e+00 0.000000e+00
#> 640 4.288870e-07 -1.959641e-01
#> 641 8.342273e-07 -2.248724e-01
#> 642 0.000000e+00 0.000000e+00
#> 643 6.458534e-07 -2.080689e-01
#> 644 8.476826e-07 -2.437684e-01
#> 645 1.708820e-06 -2.548352e-01
#> 646 0.000000e+00 0.000000e+00
#> 647 1.614633e-07 -7.704977e-02
#> 648 3.767478e-07 -1.201124e-01
#> 649 3.336909e-06 -3.759109e-01
#> 650 1.506991e-06 -2.674858e-01
#> 651 2.018292e-07 -1.277244e-01
#> 652 1.883739e-07 -1.024691e-05
#> 653 0.000000e+00 -7.607472e-02
#> 654 6.835282e-06 -2.859394e-01
#> 655 8.073167e-07 -1.780481e-01
#> 656 0.000000e+00 0.000000e+00
#> 657 0.000000e+00 0.000000e+00
#> 658 1.883739e-07 -1.259262e-01
#> 659 8.611379e-07 4.474029e-06
#> 660 4.036584e-07 -1.201545e-01
#> 661 0.000000e+00 -1.129431e-01
#> 662 -6.458534e-07 -2.422291e-02
#> 663 8.073167e-08 -1.621725e-01
#> 664 0.000000e+00 0.000000e+00
#> 665 0.000000e+00 0.000000e+00
#> 666 3.013983e-06 -2.531584e-01
#> 667 1.883739e-07 -1.391739e-01
#> 668 0.000000e+00 0.000000e+00
#> 669 0.000000e+00 0.000000e+00
#> 670 3.767478e-07 -1.229005e-01
#> 671 0.000000e+00 0.000000e+00
#> 672 4.272051e-07 -2.338556e-01
#> 673 -7.534956e-07 -3.784665e-02
#> 674 0.000000e+00 0.000000e+00
#> 675 0.000000e+00 -1.768137e-01
#> 676 -3.767478e-07 -7.011711e-02
#> 677 -1.076422e-07 -1.051524e-01
#> 678 0.000000e+00 0.000000e+00
#> 679 1.883739e-07 -1.651322e-01
#> 680 0.000000e+00 -3.194624e-02
#> 681 1.345528e-08 -7.809063e-02
#> 682 3.437824e-06 -2.396702e-01
#> 683 0.000000e+00 -1.173021e-02
#> 684 4.036584e-07 -9.648967e-02
#> 685 1.883739e-07 -1.285070e-01
#> 686 0.000000e+00 0.000000e+00
#> 687 8.544102e-07 -2.989289e-01
#> 688 0.000000e+00 0.000000e+00
#> 689 8.342273e-07 -6.571297e-02
#> 690 0.000000e+00 0.000000e+00
#> 691 0.000000e+00 -4.307948e-02
#> 692 6.673818e-06 -9.168007e-02
#> 693 1.506991e-06 -1.841982e-01
#> 694 0.000000e+00 0.000000e+00
#> 695 8.073167e-07 -1.701133e-01
#> 696 0.000000e+00 0.000000e+00
#> 697 0.000000e+00 0.000000e+00
#> 698 3.229267e-07 -2.404197e-01
#> 699 1.614633e-07 -9.333346e-02
#> 700 1.695365e-06 -1.057883e-01
#> 701 0.000000e+00 0.000000e+00
#> 702 4.272051e-07 -1.912208e-01
#> 703 2.144435e-07 -1.860865e-01
#> 704 6.673818e-06 -5.436651e-02
#> 705 3.013983e-06 -2.780929e-01
#> 706 4.036584e-07 -1.889196e-01
#> 707 -1.291707e-06 -7.004766e-02
#> 708 8.476826e-07 -1.640046e-01
#> 709 4.272051e-07 -2.345119e-01
#> 710 0.000000e+00 0.000000e+00
#> 711 0.000000e+00 0.000000e+00
#> 712 1.883739e-07 -1.679181e-01
#> 713 0.000000e+00 0.000000e+00
#> 714 1.668455e-06 -2.622022e-01
#> 715 3.229267e-07 -4.912701e-02
#> 716 1.614633e-06 -1.695194e-01
#> 717 0.000000e+00 0.000000e+00
#> 718 8.476826e-07 -1.369458e-01
#> 719 0.000000e+00 0.000000e+00
#> 720 0.000000e+00 -1.364592e-01
#> 721 0.000000e+00 0.000000e+00
#> 722 0.000000e+00 0.000000e+00
#> 723 0.000000e+00 0.000000e+00
#> 724 -1.076422e-07 -2.708458e-02
#> 725 0.000000e+00 0.000000e+00
#> 726 1.009146e-07 -1.304710e-01
#> 727 0.000000e+00 0.000000e+00
#> 728 -1.076422e-07 -6.193644e-02
#> 729 1.715548e-06 -1.751806e-01
#> 730 0.000000e+00 0.000000e+00
#> 731 -2.983909e-02 -2.580535e-01
#> 732 8.073167e-08 -1.422718e-01
#> 733 4.036584e-07 -8.878476e-02
#> 734 -6.458534e-07 -1.330994e-01
#> 735 0.000000e+00 0.000000e+00
#> 736 0.000000e+00 0.000000e+00
#> 737 1.695365e-06 -2.269952e-01
#> 738 -2.806610e-02 -1.419809e-01
#> 739 -8.611379e-07 -2.765973e-01
#> 740 5.382112e-08 -1.058228e-01
#> 741 3.431096e-06 -3.404965e-01
#> 742 4.171136e-07 -1.951323e-01
#> 743 0.000000e+00 0.000000e+00
#> 744 0.000000e+00 0.000000e+00
#> 745 0.000000e+00 0.000000e+00
#> 746 0.000000e+00 0.000000e+00
#> 747 0.000000e+00 0.000000e+00
#> 748 0.000000e+00 0.000000e+00
#> 749 3.390730e-06 -2.358231e-01
#> 750 -1.614633e-07 -6.622087e-02
#> 751 0.000000e+00 0.000000e+00
#> 752 -6.107094e-03 -5.006926e-02
#> 753 -4.305689e-07 -1.956316e-01
#> 754 1.718912e-06 -2.481804e-01
#> 755 4.171136e-07 -1.957431e-01
#> 756 0.000000e+00 0.000000e+00
#> 757 0.000000e+00 0.000000e+00
#> 758 -2.999901e-03 -1.476699e-02
#> 759 -7.534956e-07 -1.608811e-01
#> 760 0.000000e+00 0.000000e+00
#> 761 5.382112e-08 -7.360054e-02
#> 762 1.695365e-06 -1.667938e-01
#> 763 0.000000e+00 0.000000e+00
#> 764 7.534956e-07 -1.584741e-01
#> 765 0.000000e+00 0.000000e+00
#> 766 -3.767478e-07 -7.082935e-02
#> 767 0.000000e+00 0.000000e+00
#> 768 -4.907569e-02 -1.910994e-01
#> 769 0.000000e+00 -1.181871e-01
#> 770 0.000000e+00 0.000000e+00
#> 771 0.000000e+00 0.000000e+00
#> 772 1.883739e-07 -7.329557e-02
#> 773 0.000000e+00 0.000000e+00
#> 774 0.000000e+00 0.000000e+00
#> 775 8.544102e-07 -2.502183e-01
#> 776 1.614633e-07 -1.063940e-01
#> 777 0.000000e+00 0.000000e+00
#> 778 0.000000e+00 0.000000e+00
#> 779 -1.076422e-07 -9.413404e-02
#> 780 -1.506991e-06 -3.187082e-02
#> 781 -1.076422e-07 -8.886014e-02
#> 782 8.476826e-07 -1.569509e-01
#> 783 7.534956e-07 -1.424440e-01
#> 784 0.000000e+00 0.000000e+00
#> 785 0.000000e+00 0.000000e+00
#> 786 4.036584e-07 -1.847612e-01
#> 787 0.000000e+00 0.000000e+00
#> 788 0.000000e+00 0.000000e+00
#> 789 0.000000e+00 0.000000e+00
#> 790 0.000000e+00 0.000000e+00
#> 791 0.000000e+00 0.000000e+00
#> 792 0.000000e+00 0.000000e+00
#> 793 0.000000e+00 0.000000e+00
#> 794 0.000000e+00 0.000000e+00
#> 795 6.835282e-06 -2.383350e-01
#> 796 0.000000e+00 0.000000e+00
#> 797 -6.458534e-07 -1.547077e-01
#> 798 1.668455e-06 -3.523286e-01
#> 799 4.036584e-07 -1.663501e-01
#> 800 0.000000e+00 0.000000e+00
#> 801 0.000000e+00 0.000000e+00
#> 802 -4.305689e-07 -1.309645e-02
#> 803 0.000000e+00 0.000000e+00
#> 804 0.000000e+00 0.000000e+00
#> 805 -3.547962e-02 -1.567163e-01
#> 806 8.611379e-07 -3.612382e-02
#> 807 0.000000e+00 0.000000e+00
#> 808 0.000000e+00 0.000000e+00
#> 809 2.152845e-07 -1.626728e-01
#> 810 -8.611379e-07 -2.444411e-01
#> 811 4.036584e-07 -1.551291e-01
#> 812 0.000000e+00 0.000000e+00
#> 813 8.073167e-07 -1.875298e-01
#> 814 8.342273e-07 -2.730614e-01
#> 815 0.000000e+00 0.000000e+00
#> 816 2.018292e-07 -7.682806e-02
#> 817 1.614633e-07 -8.490148e-02
#> 818 0.000000e+00 0.000000e+00
#> 819 8.594559e-07 -2.244786e-01
#> 820 0.000000e+00 0.000000e+00
#> 821 4.171136e-07 -1.902907e-01
#> 822 1.883739e-07 -1.592325e-01
#> 823 -1.076422e-07 -9.451594e-02
#> 824 0.000000e+00 0.000000e+00
#> 825 4.171136e-07 -1.879969e-01
#> 826 8.073167e-08 -5.587316e-06
#> 827 4.272051e-07 -2.902551e-01
#> 828 2.085568e-07 -1.731960e-01
#> 829 1.009146e-07 -1.662771e-01
#> 830 1.883739e-07 -1.097480e-01
#> 831 4.171136e-07 -1.029924e-01
#> 832 3.437824e-06 -2.159432e-01
#> 833 2.018292e-07 -1.976451e-01
#> 834 0.000000e+00 0.000000e+00
#> 835 0.000000e+00 -1.743694e-01
#> 836 0.000000e+00 0.000000e+00
#> 837 0.000000e+00 0.000000e+00
#> 838 0.000000e+00 0.000000e+00
#> 839 8.577740e-07 -2.671920e-01
#> 840 1.718912e-06 -2.559105e-01
#> 841 0.000000e+00 0.000000e+00
#> 842 -3.767478e-07 -7.791449e-02
#> 843 2.152845e-07 -2.398093e-01
#> 844 0.000000e+00 0.000000e+00
#> 845 -7.534956e-07 -6.800015e-02
#> 846 0.000000e+00 0.000000e+00
#> 847 1.614633e-07 -1.385011e-01
#> 848 0.000000e+00 0.000000e+00
#> 849 0.000000e+00 0.000000e+00
#> 850 0.000000e+00 0.000000e+00
#> 851 0.000000e+00 0.000000e+00
#> 852 1.506991e-06 -7.642113e-02
#> 853 -2.583414e-06 -2.457530e-01
#> 854 -4.305689e-07 -1.264479e-01
#> 855 4.238413e-07 -1.509883e-01
#> 856 2.018292e-07 -9.502113e-02
#> 857 0.000000e+00 0.000000e+00
#> 858 4.288870e-07 -9.069430e-02
#> 859 3.431096e-06 -2.076261e-01
#> 860 1.076422e-07 -1.498070e-01
#> 861 8.544102e-07 -3.044923e-01
#> 862 -8.611379e-07 -2.540935e-01
#> 863 2.152845e-07 4.883440e-06
#> 864 0.000000e+00 0.000000e+00
#> 865 -6.458534e-07 -4.841899e-02
#> 866 -3.229267e-07 -8.088573e-02
#> 867 0.000000e+00 0.000000e+00
#> 868 1.883739e-07 -1.403625e-01
#> 869 0.000000e+00 0.000000e+00
#> 870 0.000000e+00 0.000000e+00
#> 871 0.000000e+00 0.000000e+00
#> 872 0.000000e+00 0.000000e+00
#> 873 0.000000e+00 -9.739017e-02
#> 874 6.458534e-07 -1.303890e-01
#> 875 6.885739e-06 -3.686028e-01
#> 876 3.437824e-06 -3.110762e-01
#> 877 0.000000e+00 0.000000e+00
#> 878 1.708820e-06 -1.701721e-01
#> 879 0.000000e+00 0.000000e+00
#> 880 -4.305689e-07 -7.196964e-02
#> 881 0.000000e+00 0.000000e+00
#> 882 3.390730e-06 -2.202425e-01
#> 883 3.229267e-07 -2.466125e-01
#> 884 0.000000e+00 0.000000e+00
#> 885 0.000000e+00 0.000000e+00
#> 886 -3.229267e-07 -9.553704e-02
#> 887 2.085568e-07 -1.029464e-01
#> 888 0.000000e+00 0.000000e+00
#> 889 4.036584e-07 -1.743974e-01
#> 890 -9.854217e-03 -2.066158e-01
#> 891 0.000000e+00 0.000000e+00
#> 892 3.336909e-06 -1.694084e-01
#> 893 6.887421e-06 -3.843371e-01
#> 894 1.076422e-07 -7.577540e-02
#> 895 4.171136e-07 -1.980138e-01
#> 896 0.000000e+00 -9.924985e-02
#> 897 0.000000e+00 0.000000e+00
#> 898 0.000000e+00 0.000000e+00
#> 899 4.171136e-07 -2.342078e-01
#> 900 0.000000e+00 0.000000e+00
#> 901 0.000000e+00 0.000000e+00
#> 902 0.000000e+00 0.000000e+00
#> 903 3.767478e-07 -9.231782e-02
#> 904 -2.152845e-07 -1.211883e-01
#> 905 6.458534e-07 -2.519737e-01
#> 906 0.000000e+00 0.000000e+00
#> 907 0.000000e+00 0.000000e+00
#> 908 1.614633e-07 -1.623612e-01
#> 909 0.000000e+00 0.000000e+00
#> 910 0.000000e+00 0.000000e+00
#> 911 0.000000e+00 0.000000e+00
#> 912 0.000000e+00 0.000000e+00
#> 913 -8.611379e-07 -5.954563e-02
#> 914 8.476826e-07 -1.132855e-01
#> 915 1.614633e-07 -1.164197e-01
#> 916 3.437824e-06 -2.986999e-01
#> 917 3.229267e-07 -1.433568e-01
#> 918 0.000000e+00 0.000000e+00
#> 919 0.000000e+00 0.000000e+00
#> 920 4.036584e-07 -1.979789e-01
#> 921 6.875648e-06 -2.729824e-01
#> 922 0.000000e+00 0.000000e+00
#> 923 -8.611379e-07 -2.020671e-02
#> 924 3.767478e-07 -1.995857e-01
#> 925 0.000000e+00 0.000000e+00
#> 926 2.085568e-07 -1.252075e-01
#> 927 0.000000e+00 0.000000e+00
#> 928 0.000000e+00 0.000000e+00
#> 929 2.018292e-08 -3.176306e-06
#> 930 1.883739e-07 -1.155236e-01
#> 931 3.431096e-06 -1.008998e-01
#> 932 7.534956e-07 -5.134482e-02
#> 933 1.883739e-07 -1.023343e-01
#> 934 1.614633e-07 -1.624148e-01
#> 935 3.417641e-06 -2.417591e-01
#> 936 3.336909e-06 -1.487765e-01
#> 937 -7.534956e-07 -6.633171e-02
#> 938 -1.614633e-07 -6.916405e-02
#> 939 1.668455e-06 -3.330689e-01
#> 940 0.000000e+00 0.000000e+00
#> 941 0.000000e+00 0.000000e+00
#> 942 -2.134642e-02 -7.660848e-02
#> 943 -3.229267e-07 -4.953785e-02
#> 944 -6.458534e-07 -2.199982e-01
#> 945 0.000000e+00 0.000000e+00
#> 946 6.673818e-06 -3.381666e-01
#> 947 0.000000e+00 0.000000e+00
#> 948 0.000000e+00 0.000000e+00
#> 949 8.342273e-07 -2.187273e-01
#> 950 1.076422e-07 -9.470018e-02
#> 951 0.000000e+00 -2.036091e-01
#> 952 0.000000e+00 -2.340558e-01
#> 953 4.288870e-07 -2.750104e-01
#> 954 0.000000e+00 0.000000e+00
#> 955 3.390730e-06 -1.968854e-01
#> 956 0.000000e+00 0.000000e+00
#> 957 0.000000e+00 0.000000e+00
#> 958 1.614633e-07 -1.242576e-01
#> 959 3.229267e-07 -2.245363e-01
#> 960 0.000000e+00 0.000000e+00
#> 961 1.076422e-07 -2.402526e-01
#> 962 0.000000e+00 0.000000e+00
#> 963 0.000000e+00 0.000000e+00
#> 964 -2.152845e-07 -1.235189e-01
#> 965 -2.213591e-02 -5.319602e-02
#> 966 1.883739e-07 -1.415896e-01
#> 967 0.000000e+00 0.000000e+00
#> 968 0.000000e+00 0.000000e+00
#> 969 0.000000e+00 0.000000e+00
#> 970 -1.076422e-07 -7.659266e-02
#> 971 4.036584e-07 -2.019770e-01
#> 972 3.767478e-07 -1.560075e-01
#> 973 -7.534956e-07 -7.096067e-02
#> 974 1.614633e-06 -1.948164e-01
#> 975 7.534956e-07 -6.417110e-02
#> 976 0.000000e+00 0.000000e+00
#> 977 3.437824e-06 -3.707003e-01
#> 978 0.000000e+00 0.000000e+00
#> 979 -1.076422e-07 -1.268234e-02
#> 980 -1.076422e-07 -3.591439e-02
#> 981 4.036584e-08 -5.690407e-02
#> 982 -2.152845e-07 -1.386036e-01
#> 983 0.000000e+00 -9.568014e-02
#> 984 1.614633e-07 -1.078228e-01
#> 985 4.036584e-07 -1.524197e-01
#> 986 5.382112e-08 -1.252353e-01
#> 987 3.417641e-06 -3.090506e-01
#> 988 0.000000e+00 0.000000e+00
#> 989 1.668455e-06 -3.188845e-01
#> 990 4.036584e-07 -1.102110e-01
#> 991 -7.249649e-02 -3.025592e-01
#> 992 0.000000e+00 -8.320666e-02
#> 993 0.000000e+00 0.000000e+00
#> 994 3.390730e-06 -3.347436e-01
#> 995 1.708820e-06 -2.501160e-01
#> 996 1.076422e-07 -2.191691e-01
#> 997 0.000000e+00 0.000000e+00
#> 998 3.767478e-07 -2.796770e-01
#> 999 0.000000e+00 0.000000e+00
#> 1000 0.000000e+00 0.000000e+00
#>
#> $mc_CIs_and_quantiles
#> node expected_value 0.025_CI
#> 1 Guidance.Docs.for.Salt.Management 1.000000e+00 1.000000e+00
#> 2 Public.Education.Programs 7.222542e-03 4.849458e-03
#> 3 Salts.Added.during.Water.Treatment 4.545325e-07 3.651625e-07
#> 4 Salts.Added.by.Winter.Maintenance.Activities -1.140610e-01 -1.208059e-01
#> 5 Ecosystem.Health 5.806788e-02 5.399063e-02
#> 6 Public.Awareness.of.Reservoir.Salinization -8.118733e-04 -1.255480e-03
#> 7 Salinization.of.the.Reservoir -9.939710e-02 -1.054552e-01
#> 0.975_CI min 0.25_quantile median 0.75_quantile
#> 1 1.000000e+00 1.000000e+00 1.0000000 1.00000000 1.000000e+00
#> 2 1.000520e-02 -3.013983e-06 0.0000000 0.00000000 4.246822e-07
#> 3 5.483506e-07 -1.042382e-05 0.0000000 0.00000000 4.171136e-07
#> 4 -1.067240e-01 -3.633416e-01 -0.2329354 -0.08370376 0.000000e+00
#> 5 6.297407e-02 -2.175523e-06 0.0000000 0.03438556 9.471291e-02
#> 6 -3.946715e-04 -1.007140e-01 0.0000000 0.00000000 4.070222e-07
#> 7 -9.343433e-02 -3.843371e-01 -0.1726662 -0.07693892 0.000000e+00
#> max
#> 1 1.000000e+00
#> 2 3.174085e-01
#> 3 6.887421e-06
#> 4 1.708820e-06
#> 5 3.746917e-01
#> 6 6.887421e-06
#> 7 6.681033e-06
#>
get_fcmconfr_inferences(ex_tfn_fcmconfr)
#> $individual_inferences
#> $individual_inferences$tfn_df
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 adj_matrix_1 1, 1, 1
#> 2 adj_matrix_2 1, 1, 1
#> 3 adj_matrix_3 1, 1, 1
#> 4 adj_matrix_4 1, 1, 1
#> 5 adj_matrix_5 1, 1, 1
#> 6 adj_matrix_6 1, 1, 1
#> 7 adj_matrix_7 1, 1, 1
#> 8 adj_matrix_8 1, 1, 1
#> 9 adj_matrix_9 1, 1, 1
#> 10 adj_matrix_10 1, 1, 1
#> 11 adj_matrix_11 1, 1, 1
#> 12 adj_matrix_12 1, 1, 1
#> 13 adj_matrix_13 1, 1, 1
#> 14 adj_matrix_14 1, 1, 1
#> 15 adj_matrix_15 1, 1, 1
#> 16 adj_matrix_16 1, 1, 1
#> 17 adj_matrix_17 1, 1, 1
#> 18 adj_matrix_18 1, 1, 1
#> 19 adj_matrix_19 1, 1, 1
#> 20 adj_matrix_20 1, 1, 1
#> 21 adj_matrix_21 1, 1, 1
#> 22 adj_matrix_22 1, 1, 1
#> 23 adj_matrix_23 1, 1, 1
#> 24 adj_matrix_24 1, 1, 1
#> 25 adj_matrix_25 1, 1, 1
#> 26 adj_matrix_26 1, 1, 1
#> 27 adj_matrix_27 1, 1, 1
#> 28 adj_matrix_28 1, 1, 1
#> 29 adj_matrix_29 1, 1, 1
#> 30 adj_matrix_30 1, 1, 1
#> Public.Education.Programs
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07, 4.238413e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0.04966368, 0.21848409, 0.32487741
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 3.767478e-07, 3.767478e-07, 3.767478e-07
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 -7.287071e-06, -3.781633e-06, -2.716813e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0, 0, 0
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 3.767478e-07, 3.767478e-07, 3.767478e-07
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salts.Added.by.Winter.Maintenance.Activities
#> 1 -2.649185e-01, -1.202008e-01, 1.139210e-06
#> 2 -0.3439474, -0.2785144, -0.1419764
#> 3 -2.785162e-01, -1.419780e-01, 2.126505e-06
#> 4 -3.031965e-01, -1.823903e-01, 1.890719e-06
#> 5 -0.3439469, -0.2912555, -0.1627199
#> 6 -4.509185e-07, 0.000000e+00, 4.509185e-07
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 -0.34394686, -0.25041551, -0.09747171
#> 11 -0.3439440, -0.3031899, -0.1823828
#> 12 -0.3439472, -0.2677088, -0.1246366
#> 13 -2.504161e-01, -9.747187e-02, 2.606899e-06
#> 14 -0.34394690, -0.25041556, -0.09747073
#> 15 -0.3439467, -0.2785133, -0.1419752
#> 16 0, 0, 0
#> 17 -2.184904e-01, -4.966970e-02, 1.394166e-05
#> 18 0, 0, 0
#> 19 -2.785142e-01, -1.419758e-01, 1.654658e-06
#> 20 -9.886287e-07, 0.000000e+00, 9.886287e-07
#> 21 -2.504168e-01, -9.747226e-02, 4.176917e-06
#> 22 -0.3439486, -0.3031974, -0.1823913
#> 23 0, 0, 0
#> 24 -3.031964e-01, -1.823909e-01, 5.964684e-07
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 -0.3439469, -0.2912555, -0.1627198
#> 29 0, 0, 0
#> 30 -8.650037e-07, 0.000000e+00, 8.650037e-07
#> Ecosystem.Health
#> 1 0.06562469, 0.13535978, 0.17443415
#> 2 0.06670194, 0.12905046, 0.15766445
#> 3 0.08583128, 0.17279319, 0.21861527
#> 4 0.02984654, 0.06344861, 0.08392516
#> 5 0.05803894, 0.12066305, 0.15650258
#> 6 -1.823495e-05, 0.000000e+00, 1.823495e-05
#> 7 -2.339399e-05, 0.000000e+00, 2.339399e-05
#> 8 -3.734027e-06, 0.000000e+00, 3.734027e-06
#> 9 0.03467809, 0.07980185, 0.11209770
#> 10 0.06987573, 0.12237908, 0.13478990
#> 11 -0.0000315184, 0.0106128025, 0.0317934762
#> 12 0.08394626, 0.15173773, 0.17475462
#> 13 0.01053170, 0.02454208, 0.03500210
#> 14 0.1781593, 0.3264510, 0.3882986
#> 15 0.01385923, 0.06857068, 0.12021737
#> 16 -9.634720e-07, 6.403258e-02, 1.241829e-01
#> 17 -2.132187e-05, 1.232420e-02, 3.687688e-02
#> 18 -1.785633e-05, 0.000000e+00, 1.785633e-05
#> 19 0.03776046, 0.07470845, 0.09264320
#> 20 -1.313644e-05, 0.000000e+00, 1.313644e-05
#> 21 0.003418647, 0.017170139, 0.030870109
#> 22 0.01581755, 0.07796207, 0.13569403
#> 23 0.09639699, 0.16507281, 0.18061849
#> 24 0.06100563, 0.10751282, 0.11864309
#> 25 -8.614831e-06, 0.000000e+00, 8.614831e-06
#> 26 0, 0, 0
#> 27 -2.207469e-05, 0.000000e+00, 2.207469e-05
#> 28 0.1179967, 0.2151298, 0.2542002
#> 29 -2.906392e-05, 0.000000e+00, 2.906392e-05
#> 30 -1.548227e-05, 0.000000e+00, 1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization
#> 1 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 2 4.238413e-07, 4.238413e-07, 4.238413e-07
#> 3 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 4 0, 0, 0
#> 5 4.171136e-07, 4.171136e-07, 4.171136e-07
#> 6 0, 0, 0
#> 7 0, 0, 0
#> 8 0, 0, 0
#> 9 -1.076422e-07, -1.076422e-07, -1.076422e-07
#> 10 2.085568e-07, 2.085568e-07, 2.085568e-07
#> 11 4.305689e-07, 4.305689e-07, 4.305689e-07
#> 12 2.119206e-07, 2.119206e-07, 2.119206e-07
#> 13 -1.009146e-07, -1.009146e-07, -1.009146e-07
#> 14 1.695365e-06, 1.695365e-06, 1.695365e-06
#> 15 1.614633e-07, 1.614633e-07, 1.614633e-07
#> 16 0, 0, 0
#> 17 -1.506991e-06, -1.506991e-06, -1.506991e-06
#> 18 0, 0, 0
#> 19 0, 0, 0
#> 20 0, 0, 0
#> 21 -2.060992e-02, -6.872083e-03, 1.392007e-05
#> 22 1.70882e-06, 1.70882e-06, 1.70882e-06
#> 23 0, 0, 0
#> 24 8.073167e-08, 8.073167e-08, 8.073167e-08
#> 25 0, 0, 0
#> 26 0, 0, 0
#> 27 0, 0, 0
#> 28 8.476826e-07, 8.476826e-07, 8.476826e-07
#> 29 0, 0, 0
#> 30 0, 0, 0
#> Salinization.of.the.Reservoir
#> 1 -0.32624208, -0.19827639, -0.04468532
#> 2 -0.22174705, -0.18532772, -0.09925181
#> 3 -0.37279803, -0.28119287, -0.09659356
#> 4 -0.14517113, -0.08721721, -0.02423273
#> 5 -0.22912750, -0.18199123, -0.09103424
#> 6 -2.16743e-06, 0.00000e+00, 2.16743e-06
#> 7 -6.586473e-06, 0.000000e+00, 6.586473e-06
#> 8 -8.743405e-07, 0.000000e+00, 8.743405e-07
#> 9 -2.504205e-01, -9.747409e-02, 4.872594e-06
#> 10 -0.20499898, -0.15158721, -0.06831878
#> 11 -1.318708e-01, -2.758877e-02, 2.662699e-05
#> 12 -0.2153682, -0.2153676, -0.1396386
#> 13 -7.988033e-02, -2.548262e-02, 6.068898e-06
#> 14 -0.20499585, -0.16105880, -0.07934998
#> 15 -0.22173773, -0.14442093, -0.05060377
#> 16 -3.032049e-01, -1.823915e-01, 1.338811e-05
#> 17 -0.08755650, -0.06623863, -0.03117925
#> 18 -8.926425e-07, 0.000000e+00, 8.926425e-07
#> 19 -0.13352584, -0.10219718, -0.04873998
#> 20 -5.044662e-06, 0.000000e+00, 5.044662e-06
#> 21 -7.426995e-02, -2.892287e-02, 9.173772e-06
#> 22 -0.23592075, -0.16873413, -0.07092534
#> 23 -0.3248824, -0.2184897, -0.0496664
#> 24 -0.1519497, -0.1382799, -0.0795642
#> 25 -1.50192e-06, 0.00000e+00, 1.50192e-06
#> 26 -2.008037e-05, 0.000000e+00, 2.008037e-05
#> 27 -2.783859e-06, 0.000000e+00, 2.783859e-06
#> 28 -0.4136693, -0.3389161, -0.1665670
#> 29 -1.138e-05, 0.000e+00, 1.138e-05
#> 30 -3.414352e-06, 0.000000e+00, 3.414352e-06
#>
#> $individual_inferences$lower_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 4.966368e-02
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -7.287071e-06
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -2.649185e-01 6.562469e-02
#> 2 -3.439474e-01 6.670194e-02
#> 3 -2.785162e-01 8.583128e-02
#> 4 -3.031965e-01 2.984654e-02
#> 5 -3.439469e-01 5.803894e-02
#> 6 -4.509185e-07 -1.823495e-05
#> 7 0.000000e+00 -2.339399e-05
#> 8 0.000000e+00 -3.734027e-06
#> 9 -1.076422e-07 3.467809e-02
#> 10 -3.439469e-01 6.987573e-02
#> 11 -3.439440e-01 -3.151840e-05
#> 12 -3.439472e-01 8.394626e-02
#> 13 -2.504161e-01 1.053170e-02
#> 14 -3.439469e-01 1.781593e-01
#> 15 -3.439467e-01 1.385923e-02
#> 16 0.000000e+00 -9.634720e-07
#> 17 -2.184904e-01 -2.132187e-05
#> 18 0.000000e+00 -1.785633e-05
#> 19 -2.785142e-01 3.776046e-02
#> 20 -9.886287e-07 -1.313644e-05
#> 21 -2.504168e-01 3.418647e-03
#> 22 -3.439486e-01 1.581755e-02
#> 23 0.000000e+00 9.639699e-02
#> 24 -3.031964e-01 6.100563e-02
#> 25 0.000000e+00 -8.614831e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 -2.207469e-05
#> 28 -3.439469e-01 1.179967e-01
#> 29 0.000000e+00 -2.906392e-05
#> 30 -8.650037e-07 -1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -3.262421e-01
#> 2 4.238413e-07 -2.217470e-01
#> 3 1.708820e-06 -3.727980e-01
#> 4 0.000000e+00 -1.451711e-01
#> 5 4.171136e-07 -2.291275e-01
#> 6 0.000000e+00 -2.167430e-06
#> 7 0.000000e+00 -6.586473e-06
#> 8 0.000000e+00 -8.743405e-07
#> 9 -1.076422e-07 -2.504205e-01
#> 10 2.085568e-07 -2.049990e-01
#> 11 4.305689e-07 -1.318708e-01
#> 12 2.119206e-07 -2.153682e-01
#> 13 -1.009146e-07 -7.988033e-02
#> 14 1.695365e-06 -2.049958e-01
#> 15 1.614633e-07 -2.217377e-01
#> 16 0.000000e+00 -3.032049e-01
#> 17 -1.506991e-06 -8.755650e-02
#> 18 0.000000e+00 -8.926425e-07
#> 19 0.000000e+00 -1.335258e-01
#> 20 0.000000e+00 -5.044662e-06
#> 21 -2.060992e-02 -7.426995e-02
#> 22 1.708820e-06 -2.359207e-01
#> 23 0.000000e+00 -3.248824e-01
#> 24 8.073167e-08 -1.519497e-01
#> 25 0.000000e+00 -1.501920e-06
#> 26 0.000000e+00 -2.008037e-05
#> 27 0.000000e+00 -2.783859e-06
#> 28 8.476826e-07 -4.136693e-01
#> 29 0.000000e+00 -1.138000e-05
#> 30 0.000000e+00 -3.414352e-06
#>
#> $individual_inferences$mode_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 2.184841e-01
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -3.781633e-06
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 -1.202008e-01 0.13535978
#> 2 -2.785144e-01 0.12905046
#> 3 -1.419780e-01 0.17279319
#> 4 -1.823903e-01 0.06344861
#> 5 -2.912555e-01 0.12066305
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 -1.076422e-07 0.07980185
#> 10 -2.504155e-01 0.12237908
#> 11 -3.031899e-01 0.01061280
#> 12 -2.677088e-01 0.15173773
#> 13 -9.747187e-02 0.02454208
#> 14 -2.504156e-01 0.32645102
#> 15 -2.785133e-01 0.06857068
#> 16 0.000000e+00 0.06403258
#> 17 -4.966970e-02 0.01232420
#> 18 0.000000e+00 0.00000000
#> 19 -1.419758e-01 0.07470845
#> 20 0.000000e+00 0.00000000
#> 21 -9.747226e-02 0.01717014
#> 22 -3.031974e-01 0.07796207
#> 23 0.000000e+00 0.16507281
#> 24 -1.823909e-01 0.10751282
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 -2.912555e-01 0.21512975
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -0.19827639
#> 2 4.238413e-07 -0.18532772
#> 3 1.708820e-06 -0.28119287
#> 4 0.000000e+00 -0.08721721
#> 5 4.171136e-07 -0.18199123
#> 6 0.000000e+00 0.00000000
#> 7 0.000000e+00 0.00000000
#> 8 0.000000e+00 0.00000000
#> 9 -1.076422e-07 -0.09747409
#> 10 2.085568e-07 -0.15158721
#> 11 4.305689e-07 -0.02758877
#> 12 2.119206e-07 -0.21536762
#> 13 -1.009146e-07 -0.02548262
#> 14 1.695365e-06 -0.16105880
#> 15 1.614633e-07 -0.14442093
#> 16 0.000000e+00 -0.18239155
#> 17 -1.506991e-06 -0.06623863
#> 18 0.000000e+00 0.00000000
#> 19 0.000000e+00 -0.10219718
#> 20 0.000000e+00 0.00000000
#> 21 -6.872083e-03 -0.02892287
#> 22 1.708820e-06 -0.16873413
#> 23 0.000000e+00 -0.21848965
#> 24 8.073167e-08 -0.13827989
#> 25 0.000000e+00 0.00000000
#> 26 0.000000e+00 0.00000000
#> 27 0.000000e+00 0.00000000
#> 28 8.476826e-07 -0.33891614
#> 29 0.000000e+00 0.00000000
#> 30 0.000000e+00 0.00000000
#>
#> $individual_inferences$upper_values
#> adj_matrix_index Guidance.Docs.for.Salt.Management Public.Education.Programs
#> 1 adj_matrix_1 1 4.171136e-07
#> 2 adj_matrix_2 1 4.238413e-07
#> 3 adj_matrix_3 1 1.708820e-06
#> 4 adj_matrix_4 1 0.000000e+00
#> 5 adj_matrix_5 1 4.171136e-07
#> 6 adj_matrix_6 1 0.000000e+00
#> 7 adj_matrix_7 1 0.000000e+00
#> 8 adj_matrix_8 1 0.000000e+00
#> 9 adj_matrix_9 1 -1.076422e-07
#> 10 adj_matrix_10 1 2.085568e-07
#> 11 adj_matrix_11 1 4.305689e-07
#> 12 adj_matrix_12 1 2.119206e-07
#> 13 adj_matrix_13 1 -1.009146e-07
#> 14 adj_matrix_14 1 1.695365e-06
#> 15 adj_matrix_15 1 1.614633e-07
#> 16 adj_matrix_16 1 3.248774e-01
#> 17 adj_matrix_17 1 -1.506991e-06
#> 18 adj_matrix_18 1 0.000000e+00
#> 19 adj_matrix_19 1 0.000000e+00
#> 20 adj_matrix_20 1 0.000000e+00
#> 21 adj_matrix_21 1 3.767478e-07
#> 22 adj_matrix_22 1 1.708820e-06
#> 23 adj_matrix_23 1 0.000000e+00
#> 24 adj_matrix_24 1 8.073167e-08
#> 25 adj_matrix_25 1 0.000000e+00
#> 26 adj_matrix_26 1 0.000000e+00
#> 27 adj_matrix_27 1 0.000000e+00
#> 28 adj_matrix_28 1 8.476826e-07
#> 29 adj_matrix_29 1 0.000000e+00
#> 30 adj_matrix_30 1 0.000000e+00
#> Salts.Added.during.Water.Treatment
#> 1 4.171136e-07
#> 2 -2.716813e-07
#> 3 1.708820e-06
#> 4 0.000000e+00
#> 5 4.171136e-07
#> 6 0.000000e+00
#> 7 0.000000e+00
#> 8 0.000000e+00
#> 9 -1.076422e-07
#> 10 2.085568e-07
#> 11 4.305689e-07
#> 12 2.119206e-07
#> 13 -1.009146e-07
#> 14 1.695365e-06
#> 15 1.614633e-07
#> 16 0.000000e+00
#> 17 -1.506991e-06
#> 18 0.000000e+00
#> 19 0.000000e+00
#> 20 0.000000e+00
#> 21 3.767478e-07
#> 22 1.708820e-06
#> 23 0.000000e+00
#> 24 8.073167e-08
#> 25 0.000000e+00
#> 26 0.000000e+00
#> 27 0.000000e+00
#> 28 8.476826e-07
#> 29 0.000000e+00
#> 30 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 1.139210e-06 1.744341e-01
#> 2 -1.419764e-01 1.576644e-01
#> 3 2.126505e-06 2.186153e-01
#> 4 1.890719e-06 8.392516e-02
#> 5 -1.627199e-01 1.565026e-01
#> 6 4.509185e-07 1.823495e-05
#> 7 0.000000e+00 2.339399e-05
#> 8 0.000000e+00 3.734027e-06
#> 9 -1.076422e-07 1.120977e-01
#> 10 -9.747171e-02 1.347899e-01
#> 11 -1.823828e-01 3.179348e-02
#> 12 -1.246366e-01 1.747546e-01
#> 13 2.606899e-06 3.500210e-02
#> 14 -9.747073e-02 3.882986e-01
#> 15 -1.419752e-01 1.202174e-01
#> 16 0.000000e+00 1.241829e-01
#> 17 1.394166e-05 3.687688e-02
#> 18 0.000000e+00 1.785633e-05
#> 19 1.654658e-06 9.264320e-02
#> 20 9.886287e-07 1.313644e-05
#> 21 4.176917e-06 3.087011e-02
#> 22 -1.823913e-01 1.356940e-01
#> 23 0.000000e+00 1.806185e-01
#> 24 5.964684e-07 1.186431e-01
#> 25 0.000000e+00 8.614831e-06
#> 26 0.000000e+00 0.000000e+00
#> 27 0.000000e+00 2.207469e-05
#> 28 -1.627198e-01 2.542002e-01
#> 29 0.000000e+00 2.906392e-05
#> 30 8.650037e-07 1.548227e-05
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 4.171136e-07 -4.468532e-02
#> 2 4.238413e-07 -9.925181e-02
#> 3 1.708820e-06 -9.659356e-02
#> 4 0.000000e+00 -2.423273e-02
#> 5 4.171136e-07 -9.103424e-02
#> 6 0.000000e+00 2.167430e-06
#> 7 0.000000e+00 6.586473e-06
#> 8 0.000000e+00 8.743405e-07
#> 9 -1.076422e-07 4.872594e-06
#> 10 2.085568e-07 -6.831878e-02
#> 11 4.305689e-07 2.662699e-05
#> 12 2.119206e-07 -1.396386e-01
#> 13 -1.009146e-07 6.068898e-06
#> 14 1.695365e-06 -7.934998e-02
#> 15 1.614633e-07 -5.060377e-02
#> 16 0.000000e+00 1.338811e-05
#> 17 -1.506991e-06 -3.117925e-02
#> 18 0.000000e+00 8.926425e-07
#> 19 0.000000e+00 -4.873998e-02
#> 20 0.000000e+00 5.044662e-06
#> 21 1.392007e-05 9.173772e-06
#> 22 1.708820e-06 -7.092534e-02
#> 23 0.000000e+00 -4.966640e-02
#> 24 8.073167e-08 -7.956420e-02
#> 25 0.000000e+00 1.501920e-06
#> 26 0.000000e+00 2.008037e-05
#> 27 0.000000e+00 2.783859e-06
#> 28 8.476826e-07 -1.665670e-01
#> 29 0.000000e+00 1.138000e-05
#> 30 0.000000e+00 3.414352e-06
#>
#>
#> $aggregate_inferences
#> node
#> Guidance.Docs.for.Salt.Management Guidance.Docs.for.Salt.Management
#> Public.Education.Programs Public.Education.Programs
#> Salts.Added.during.Water.Treatment Salts.Added.during.Water.Treatment
#> Salts.Added.by.Winter.Maintenance.Activities Salts.Added.by.Winter.Maintenance.Activities
#> Ecosystem.Health Ecosystem.Health
#> Public.Awareness.of.Reservoir.Salinization Public.Awareness.of.Reservoir.Salinization
#> Salinization.of.the.Reservoir Salinization.of.the.Reservoir
#> crisp lower
#> Guidance.Docs.for.Salt.Management 1.0000000000 1.000000000
#> Public.Education.Programs 0.0083299458 0.001666766
#> Salts.Added.during.Water.Treatment -0.0001387161 -0.000249858
#> Salts.Added.by.Winter.Maintenance.Activities -0.1314510965 -0.212402560
#> Ecosystem.Health 0.0764263364 0.033610635
#> Public.Awareness.of.Reservoir.Salinization -0.0010549501 -0.002374269
#> Salinization.of.the.Reservoir -0.1187321006 -0.187328607
#> mode upper
#> Guidance.Docs.for.Salt.Management 1.0000000000 1.000000e+00
#> Public.Education.Programs 0.0083319182 1.499115e-02
#> Salts.Added.during.Water.Treatment -0.0001387161 -2.757432e-05
#> Salts.Added.by.Winter.Maintenance.Activities -0.1359080809 -4.604265e-02
#> Ecosystem.Health 0.0803366216 1.153318e-01
#> Public.Awareness.of.Reservoir.Salinization -0.0007911801 5.982716e-07
#> Salinization.of.the.Reservoir -0.1241399760 -4.472772e-02
#>
#> $mc_inferences
#> adj_matrix_index Guidance.Docs.for.Salt.Management
#> 1 mc_adj_matrix_1 1
#> 2 mc_adj_matrix_2 1
#> 3 mc_adj_matrix_3 1
#> 4 mc_adj_matrix_4 1
#> 5 mc_adj_matrix_5 1
#> 6 mc_adj_matrix_6 1
#> 7 mc_adj_matrix_7 1
#> 8 mc_adj_matrix_8 1
#> 9 mc_adj_matrix_9 1
#> 10 mc_adj_matrix_10 1
#> 11 mc_adj_matrix_11 1
#> 12 mc_adj_matrix_12 1
#> 13 mc_adj_matrix_13 1
#> 14 mc_adj_matrix_14 1
#> 15 mc_adj_matrix_15 1
#> 16 mc_adj_matrix_16 1
#> 17 mc_adj_matrix_17 1
#> 18 mc_adj_matrix_18 1
#> 19 mc_adj_matrix_19 1
#> 20 mc_adj_matrix_20 1
#> 21 mc_adj_matrix_21 1
#> 22 mc_adj_matrix_22 1
#> 23 mc_adj_matrix_23 1
#> 24 mc_adj_matrix_24 1
#> 25 mc_adj_matrix_25 1
#> 26 mc_adj_matrix_26 1
#> 27 mc_adj_matrix_27 1
#> 28 mc_adj_matrix_28 1
#> 29 mc_adj_matrix_29 1
#> 30 mc_adj_matrix_30 1
#> 31 mc_adj_matrix_31 1
#> 32 mc_adj_matrix_32 1
#> 33 mc_adj_matrix_33 1
#> 34 mc_adj_matrix_34 1
#> 35 mc_adj_matrix_35 1
#> 36 mc_adj_matrix_36 1
#> 37 mc_adj_matrix_37 1
#> 38 mc_adj_matrix_38 1
#> 39 mc_adj_matrix_39 1
#> 40 mc_adj_matrix_40 1
#> 41 mc_adj_matrix_41 1
#> 42 mc_adj_matrix_42 1
#> 43 mc_adj_matrix_43 1
#> 44 mc_adj_matrix_44 1
#> 45 mc_adj_matrix_45 1
#> 46 mc_adj_matrix_46 1
#> 47 mc_adj_matrix_47 1
#> 48 mc_adj_matrix_48 1
#> 49 mc_adj_matrix_49 1
#> 50 mc_adj_matrix_50 1
#> 51 mc_adj_matrix_51 1
#> 52 mc_adj_matrix_52 1
#> 53 mc_adj_matrix_53 1
#> 54 mc_adj_matrix_54 1
#> 55 mc_adj_matrix_55 1
#> 56 mc_adj_matrix_56 1
#> 57 mc_adj_matrix_57 1
#> 58 mc_adj_matrix_58 1
#> 59 mc_adj_matrix_59 1
#> 60 mc_adj_matrix_60 1
#> 61 mc_adj_matrix_61 1
#> 62 mc_adj_matrix_62 1
#> 63 mc_adj_matrix_63 1
#> 64 mc_adj_matrix_64 1
#> 65 mc_adj_matrix_65 1
#> 66 mc_adj_matrix_66 1
#> 67 mc_adj_matrix_67 1
#> 68 mc_adj_matrix_68 1
#> 69 mc_adj_matrix_69 1
#> 70 mc_adj_matrix_70 1
#> 71 mc_adj_matrix_71 1
#> 72 mc_adj_matrix_72 1
#> 73 mc_adj_matrix_73 1
#> 74 mc_adj_matrix_74 1
#> 75 mc_adj_matrix_75 1
#> 76 mc_adj_matrix_76 1
#> 77 mc_adj_matrix_77 1
#> 78 mc_adj_matrix_78 1
#> 79 mc_adj_matrix_79 1
#> 80 mc_adj_matrix_80 1
#> 81 mc_adj_matrix_81 1
#> 82 mc_adj_matrix_82 1
#> 83 mc_adj_matrix_83 1
#> 84 mc_adj_matrix_84 1
#> 85 mc_adj_matrix_85 1
#> 86 mc_adj_matrix_86 1
#> 87 mc_adj_matrix_87 1
#> 88 mc_adj_matrix_88 1
#> 89 mc_adj_matrix_89 1
#> 90 mc_adj_matrix_90 1
#> 91 mc_adj_matrix_91 1
#> 92 mc_adj_matrix_92 1
#> 93 mc_adj_matrix_93 1
#> 94 mc_adj_matrix_94 1
#> 95 mc_adj_matrix_95 1
#> 96 mc_adj_matrix_96 1
#> 97 mc_adj_matrix_97 1
#> 98 mc_adj_matrix_98 1
#> 99 mc_adj_matrix_99 1
#> 100 mc_adj_matrix_100 1
#> 101 mc_adj_matrix_101 1
#> 102 mc_adj_matrix_102 1
#> 103 mc_adj_matrix_103 1
#> 104 mc_adj_matrix_104 1
#> 105 mc_adj_matrix_105 1
#> 106 mc_adj_matrix_106 1
#> 107 mc_adj_matrix_107 1
#> 108 mc_adj_matrix_108 1
#> 109 mc_adj_matrix_109 1
#> 110 mc_adj_matrix_110 1
#> 111 mc_adj_matrix_111 1
#> 112 mc_adj_matrix_112 1
#> 113 mc_adj_matrix_113 1
#> 114 mc_adj_matrix_114 1
#> 115 mc_adj_matrix_115 1
#> 116 mc_adj_matrix_116 1
#> 117 mc_adj_matrix_117 1
#> 118 mc_adj_matrix_118 1
#> 119 mc_adj_matrix_119 1
#> 120 mc_adj_matrix_120 1
#> 121 mc_adj_matrix_121 1
#> 122 mc_adj_matrix_122 1
#> 123 mc_adj_matrix_123 1
#> 124 mc_adj_matrix_124 1
#> 125 mc_adj_matrix_125 1
#> 126 mc_adj_matrix_126 1
#> 127 mc_adj_matrix_127 1
#> 128 mc_adj_matrix_128 1
#> 129 mc_adj_matrix_129 1
#> 130 mc_adj_matrix_130 1
#> 131 mc_adj_matrix_131 1
#> 132 mc_adj_matrix_132 1
#> 133 mc_adj_matrix_133 1
#> 134 mc_adj_matrix_134 1
#> 135 mc_adj_matrix_135 1
#> 136 mc_adj_matrix_136 1
#> 137 mc_adj_matrix_137 1
#> 138 mc_adj_matrix_138 1
#> 139 mc_adj_matrix_139 1
#> 140 mc_adj_matrix_140 1
#> 141 mc_adj_matrix_141 1
#> 142 mc_adj_matrix_142 1
#> 143 mc_adj_matrix_143 1
#> 144 mc_adj_matrix_144 1
#> 145 mc_adj_matrix_145 1
#> 146 mc_adj_matrix_146 1
#> 147 mc_adj_matrix_147 1
#> 148 mc_adj_matrix_148 1
#> 149 mc_adj_matrix_149 1
#> 150 mc_adj_matrix_150 1
#> 151 mc_adj_matrix_151 1
#> 152 mc_adj_matrix_152 1
#> 153 mc_adj_matrix_153 1
#> 154 mc_adj_matrix_154 1
#> 155 mc_adj_matrix_155 1
#> 156 mc_adj_matrix_156 1
#> 157 mc_adj_matrix_157 1
#> 158 mc_adj_matrix_158 1
#> 159 mc_adj_matrix_159 1
#> 160 mc_adj_matrix_160 1
#> 161 mc_adj_matrix_161 1
#> 162 mc_adj_matrix_162 1
#> 163 mc_adj_matrix_163 1
#> 164 mc_adj_matrix_164 1
#> 165 mc_adj_matrix_165 1
#> 166 mc_adj_matrix_166 1
#> 167 mc_adj_matrix_167 1
#> 168 mc_adj_matrix_168 1
#> 169 mc_adj_matrix_169 1
#> 170 mc_adj_matrix_170 1
#> 171 mc_adj_matrix_171 1
#> 172 mc_adj_matrix_172 1
#> 173 mc_adj_matrix_173 1
#> 174 mc_adj_matrix_174 1
#> 175 mc_adj_matrix_175 1
#> 176 mc_adj_matrix_176 1
#> 177 mc_adj_matrix_177 1
#> 178 mc_adj_matrix_178 1
#> 179 mc_adj_matrix_179 1
#> 180 mc_adj_matrix_180 1
#> 181 mc_adj_matrix_181 1
#> 182 mc_adj_matrix_182 1
#> 183 mc_adj_matrix_183 1
#> 184 mc_adj_matrix_184 1
#> 185 mc_adj_matrix_185 1
#> 186 mc_adj_matrix_186 1
#> 187 mc_adj_matrix_187 1
#> 188 mc_adj_matrix_188 1
#> 189 mc_adj_matrix_189 1
#> 190 mc_adj_matrix_190 1
#> 191 mc_adj_matrix_191 1
#> 192 mc_adj_matrix_192 1
#> 193 mc_adj_matrix_193 1
#> 194 mc_adj_matrix_194 1
#> 195 mc_adj_matrix_195 1
#> 196 mc_adj_matrix_196 1
#> 197 mc_adj_matrix_197 1
#> 198 mc_adj_matrix_198 1
#> 199 mc_adj_matrix_199 1
#> 200 mc_adj_matrix_200 1
#> 201 mc_adj_matrix_201 1
#> 202 mc_adj_matrix_202 1
#> 203 mc_adj_matrix_203 1
#> 204 mc_adj_matrix_204 1
#> 205 mc_adj_matrix_205 1
#> 206 mc_adj_matrix_206 1
#> 207 mc_adj_matrix_207 1
#> 208 mc_adj_matrix_208 1
#> 209 mc_adj_matrix_209 1
#> 210 mc_adj_matrix_210 1
#> 211 mc_adj_matrix_211 1
#> 212 mc_adj_matrix_212 1
#> 213 mc_adj_matrix_213 1
#> 214 mc_adj_matrix_214 1
#> 215 mc_adj_matrix_215 1
#> 216 mc_adj_matrix_216 1
#> 217 mc_adj_matrix_217 1
#> 218 mc_adj_matrix_218 1
#> 219 mc_adj_matrix_219 1
#> 220 mc_adj_matrix_220 1
#> 221 mc_adj_matrix_221 1
#> 222 mc_adj_matrix_222 1
#> 223 mc_adj_matrix_223 1
#> 224 mc_adj_matrix_224 1
#> 225 mc_adj_matrix_225 1
#> 226 mc_adj_matrix_226 1
#> 227 mc_adj_matrix_227 1
#> 228 mc_adj_matrix_228 1
#> 229 mc_adj_matrix_229 1
#> 230 mc_adj_matrix_230 1
#> 231 mc_adj_matrix_231 1
#> 232 mc_adj_matrix_232 1
#> 233 mc_adj_matrix_233 1
#> 234 mc_adj_matrix_234 1
#> 235 mc_adj_matrix_235 1
#> 236 mc_adj_matrix_236 1
#> 237 mc_adj_matrix_237 1
#> 238 mc_adj_matrix_238 1
#> 239 mc_adj_matrix_239 1
#> 240 mc_adj_matrix_240 1
#> 241 mc_adj_matrix_241 1
#> 242 mc_adj_matrix_242 1
#> 243 mc_adj_matrix_243 1
#> 244 mc_adj_matrix_244 1
#> 245 mc_adj_matrix_245 1
#> 246 mc_adj_matrix_246 1
#> 247 mc_adj_matrix_247 1
#> 248 mc_adj_matrix_248 1
#> 249 mc_adj_matrix_249 1
#> 250 mc_adj_matrix_250 1
#> 251 mc_adj_matrix_251 1
#> 252 mc_adj_matrix_252 1
#> 253 mc_adj_matrix_253 1
#> 254 mc_adj_matrix_254 1
#> 255 mc_adj_matrix_255 1
#> 256 mc_adj_matrix_256 1
#> 257 mc_adj_matrix_257 1
#> 258 mc_adj_matrix_258 1
#> 259 mc_adj_matrix_259 1
#> 260 mc_adj_matrix_260 1
#> 261 mc_adj_matrix_261 1
#> 262 mc_adj_matrix_262 1
#> 263 mc_adj_matrix_263 1
#> 264 mc_adj_matrix_264 1
#> 265 mc_adj_matrix_265 1
#> 266 mc_adj_matrix_266 1
#> 267 mc_adj_matrix_267 1
#> 268 mc_adj_matrix_268 1
#> 269 mc_adj_matrix_269 1
#> 270 mc_adj_matrix_270 1
#> 271 mc_adj_matrix_271 1
#> 272 mc_adj_matrix_272 1
#> 273 mc_adj_matrix_273 1
#> 274 mc_adj_matrix_274 1
#> 275 mc_adj_matrix_275 1
#> 276 mc_adj_matrix_276 1
#> 277 mc_adj_matrix_277 1
#> 278 mc_adj_matrix_278 1
#> 279 mc_adj_matrix_279 1
#> 280 mc_adj_matrix_280 1
#> 281 mc_adj_matrix_281 1
#> 282 mc_adj_matrix_282 1
#> 283 mc_adj_matrix_283 1
#> 284 mc_adj_matrix_284 1
#> 285 mc_adj_matrix_285 1
#> 286 mc_adj_matrix_286 1
#> 287 mc_adj_matrix_287 1
#> 288 mc_adj_matrix_288 1
#> 289 mc_adj_matrix_289 1
#> 290 mc_adj_matrix_290 1
#> 291 mc_adj_matrix_291 1
#> 292 mc_adj_matrix_292 1
#> 293 mc_adj_matrix_293 1
#> 294 mc_adj_matrix_294 1
#> 295 mc_adj_matrix_295 1
#> 296 mc_adj_matrix_296 1
#> 297 mc_adj_matrix_297 1
#> 298 mc_adj_matrix_298 1
#> 299 mc_adj_matrix_299 1
#> 300 mc_adj_matrix_300 1
#> 301 mc_adj_matrix_301 1
#> 302 mc_adj_matrix_302 1
#> 303 mc_adj_matrix_303 1
#> 304 mc_adj_matrix_304 1
#> 305 mc_adj_matrix_305 1
#> 306 mc_adj_matrix_306 1
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#> 335 mc_adj_matrix_335 1
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#> 480 mc_adj_matrix_480 1
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#> 485 mc_adj_matrix_485 1
#> 486 mc_adj_matrix_486 1
#> 487 mc_adj_matrix_487 1
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#> 489 mc_adj_matrix_489 1
#> 490 mc_adj_matrix_490 1
#> 491 mc_adj_matrix_491 1
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#> 495 mc_adj_matrix_495 1
#> 496 mc_adj_matrix_496 1
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#> 500 mc_adj_matrix_500 1
#> 501 mc_adj_matrix_501 1
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#> 504 mc_adj_matrix_504 1
#> 505 mc_adj_matrix_505 1
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#> 507 mc_adj_matrix_507 1
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#> 510 mc_adj_matrix_510 1
#> 511 mc_adj_matrix_511 1
#> 512 mc_adj_matrix_512 1
#> 513 mc_adj_matrix_513 1
#> 514 mc_adj_matrix_514 1
#> 515 mc_adj_matrix_515 1
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#> 518 mc_adj_matrix_518 1
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#> 520 mc_adj_matrix_520 1
#> 521 mc_adj_matrix_521 1
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#> 523 mc_adj_matrix_523 1
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#> 528 mc_adj_matrix_528 1
#> 529 mc_adj_matrix_529 1
#> 530 mc_adj_matrix_530 1
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#> 532 mc_adj_matrix_532 1
#> 533 mc_adj_matrix_533 1
#> 534 mc_adj_matrix_534 1
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#> 536 mc_adj_matrix_536 1
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#> 538 mc_adj_matrix_538 1
#> 539 mc_adj_matrix_539 1
#> 540 mc_adj_matrix_540 1
#> 541 mc_adj_matrix_541 1
#> 542 mc_adj_matrix_542 1
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#> 544 mc_adj_matrix_544 1
#> 545 mc_adj_matrix_545 1
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#> 555 mc_adj_matrix_555 1
#> 556 mc_adj_matrix_556 1
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#> 558 mc_adj_matrix_558 1
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#> 560 mc_adj_matrix_560 1
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#> 563 mc_adj_matrix_563 1
#> 564 mc_adj_matrix_564 1
#> 565 mc_adj_matrix_565 1
#> 566 mc_adj_matrix_566 1
#> 567 mc_adj_matrix_567 1
#> 568 mc_adj_matrix_568 1
#> 569 mc_adj_matrix_569 1
#> 570 mc_adj_matrix_570 1
#> 571 mc_adj_matrix_571 1
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#> 573 mc_adj_matrix_573 1
#> 574 mc_adj_matrix_574 1
#> 575 mc_adj_matrix_575 1
#> 576 mc_adj_matrix_576 1
#> 577 mc_adj_matrix_577 1
#> 578 mc_adj_matrix_578 1
#> 579 mc_adj_matrix_579 1
#> 580 mc_adj_matrix_580 1
#> 581 mc_adj_matrix_581 1
#> 582 mc_adj_matrix_582 1
#> 583 mc_adj_matrix_583 1
#> 584 mc_adj_matrix_584 1
#> 585 mc_adj_matrix_585 1
#> 586 mc_adj_matrix_586 1
#> 587 mc_adj_matrix_587 1
#> 588 mc_adj_matrix_588 1
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#> 590 mc_adj_matrix_590 1
#> 591 mc_adj_matrix_591 1
#> 592 mc_adj_matrix_592 1
#> 593 mc_adj_matrix_593 1
#> 594 mc_adj_matrix_594 1
#> 595 mc_adj_matrix_595 1
#> 596 mc_adj_matrix_596 1
#> 597 mc_adj_matrix_597 1
#> 598 mc_adj_matrix_598 1
#> 599 mc_adj_matrix_599 1
#> 600 mc_adj_matrix_600 1
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#> 602 mc_adj_matrix_602 1
#> 603 mc_adj_matrix_603 1
#> 604 mc_adj_matrix_604 1
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#> 606 mc_adj_matrix_606 1
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#> 608 mc_adj_matrix_608 1
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#> 610 mc_adj_matrix_610 1
#> 611 mc_adj_matrix_611 1
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#> 613 mc_adj_matrix_613 1
#> 614 mc_adj_matrix_614 1
#> 615 mc_adj_matrix_615 1
#> 616 mc_adj_matrix_616 1
#> 617 mc_adj_matrix_617 1
#> 618 mc_adj_matrix_618 1
#> 619 mc_adj_matrix_619 1
#> 620 mc_adj_matrix_620 1
#> 621 mc_adj_matrix_621 1
#> 622 mc_adj_matrix_622 1
#> 623 mc_adj_matrix_623 1
#> 624 mc_adj_matrix_624 1
#> 625 mc_adj_matrix_625 1
#> 626 mc_adj_matrix_626 1
#> 627 mc_adj_matrix_627 1
#> 628 mc_adj_matrix_628 1
#> 629 mc_adj_matrix_629 1
#> 630 mc_adj_matrix_630 1
#> 631 mc_adj_matrix_631 1
#> 632 mc_adj_matrix_632 1
#> 633 mc_adj_matrix_633 1
#> 634 mc_adj_matrix_634 1
#> 635 mc_adj_matrix_635 1
#> 636 mc_adj_matrix_636 1
#> 637 mc_adj_matrix_637 1
#> 638 mc_adj_matrix_638 1
#> 639 mc_adj_matrix_639 1
#> 640 mc_adj_matrix_640 1
#> 641 mc_adj_matrix_641 1
#> 642 mc_adj_matrix_642 1
#> 643 mc_adj_matrix_643 1
#> 644 mc_adj_matrix_644 1
#> 645 mc_adj_matrix_645 1
#> 646 mc_adj_matrix_646 1
#> 647 mc_adj_matrix_647 1
#> 648 mc_adj_matrix_648 1
#> 649 mc_adj_matrix_649 1
#> 650 mc_adj_matrix_650 1
#> 651 mc_adj_matrix_651 1
#> 652 mc_adj_matrix_652 1
#> 653 mc_adj_matrix_653 1
#> 654 mc_adj_matrix_654 1
#> 655 mc_adj_matrix_655 1
#> 656 mc_adj_matrix_656 1
#> 657 mc_adj_matrix_657 1
#> 658 mc_adj_matrix_658 1
#> 659 mc_adj_matrix_659 1
#> 660 mc_adj_matrix_660 1
#> 661 mc_adj_matrix_661 1
#> 662 mc_adj_matrix_662 1
#> 663 mc_adj_matrix_663 1
#> 664 mc_adj_matrix_664 1
#> 665 mc_adj_matrix_665 1
#> 666 mc_adj_matrix_666 1
#> 667 mc_adj_matrix_667 1
#> 668 mc_adj_matrix_668 1
#> 669 mc_adj_matrix_669 1
#> 670 mc_adj_matrix_670 1
#> 671 mc_adj_matrix_671 1
#> 672 mc_adj_matrix_672 1
#> 673 mc_adj_matrix_673 1
#> 674 mc_adj_matrix_674 1
#> 675 mc_adj_matrix_675 1
#> 676 mc_adj_matrix_676 1
#> 677 mc_adj_matrix_677 1
#> 678 mc_adj_matrix_678 1
#> 679 mc_adj_matrix_679 1
#> 680 mc_adj_matrix_680 1
#> 681 mc_adj_matrix_681 1
#> 682 mc_adj_matrix_682 1
#> 683 mc_adj_matrix_683 1
#> 684 mc_adj_matrix_684 1
#> 685 mc_adj_matrix_685 1
#> 686 mc_adj_matrix_686 1
#> 687 mc_adj_matrix_687 1
#> 688 mc_adj_matrix_688 1
#> 689 mc_adj_matrix_689 1
#> 690 mc_adj_matrix_690 1
#> 691 mc_adj_matrix_691 1
#> 692 mc_adj_matrix_692 1
#> 693 mc_adj_matrix_693 1
#> 694 mc_adj_matrix_694 1
#> 695 mc_adj_matrix_695 1
#> 696 mc_adj_matrix_696 1
#> 697 mc_adj_matrix_697 1
#> 698 mc_adj_matrix_698 1
#> 699 mc_adj_matrix_699 1
#> 700 mc_adj_matrix_700 1
#> 701 mc_adj_matrix_701 1
#> 702 mc_adj_matrix_702 1
#> 703 mc_adj_matrix_703 1
#> 704 mc_adj_matrix_704 1
#> 705 mc_adj_matrix_705 1
#> 706 mc_adj_matrix_706 1
#> 707 mc_adj_matrix_707 1
#> 708 mc_adj_matrix_708 1
#> 709 mc_adj_matrix_709 1
#> 710 mc_adj_matrix_710 1
#> 711 mc_adj_matrix_711 1
#> 712 mc_adj_matrix_712 1
#> 713 mc_adj_matrix_713 1
#> 714 mc_adj_matrix_714 1
#> 715 mc_adj_matrix_715 1
#> 716 mc_adj_matrix_716 1
#> 717 mc_adj_matrix_717 1
#> 718 mc_adj_matrix_718 1
#> 719 mc_adj_matrix_719 1
#> 720 mc_adj_matrix_720 1
#> 721 mc_adj_matrix_721 1
#> 722 mc_adj_matrix_722 1
#> 723 mc_adj_matrix_723 1
#> 724 mc_adj_matrix_724 1
#> 725 mc_adj_matrix_725 1
#> 726 mc_adj_matrix_726 1
#> 727 mc_adj_matrix_727 1
#> 728 mc_adj_matrix_728 1
#> 729 mc_adj_matrix_729 1
#> 730 mc_adj_matrix_730 1
#> 731 mc_adj_matrix_731 1
#> 732 mc_adj_matrix_732 1
#> 733 mc_adj_matrix_733 1
#> 734 mc_adj_matrix_734 1
#> 735 mc_adj_matrix_735 1
#> 736 mc_adj_matrix_736 1
#> 737 mc_adj_matrix_737 1
#> 738 mc_adj_matrix_738 1
#> 739 mc_adj_matrix_739 1
#> 740 mc_adj_matrix_740 1
#> 741 mc_adj_matrix_741 1
#> 742 mc_adj_matrix_742 1
#> 743 mc_adj_matrix_743 1
#> 744 mc_adj_matrix_744 1
#> 745 mc_adj_matrix_745 1
#> 746 mc_adj_matrix_746 1
#> 747 mc_adj_matrix_747 1
#> 748 mc_adj_matrix_748 1
#> 749 mc_adj_matrix_749 1
#> 750 mc_adj_matrix_750 1
#> 751 mc_adj_matrix_751 1
#> 752 mc_adj_matrix_752 1
#> 753 mc_adj_matrix_753 1
#> 754 mc_adj_matrix_754 1
#> 755 mc_adj_matrix_755 1
#> 756 mc_adj_matrix_756 1
#> 757 mc_adj_matrix_757 1
#> 758 mc_adj_matrix_758 1
#> 759 mc_adj_matrix_759 1
#> 760 mc_adj_matrix_760 1
#> 761 mc_adj_matrix_761 1
#> 762 mc_adj_matrix_762 1
#> 763 mc_adj_matrix_763 1
#> 764 mc_adj_matrix_764 1
#> 765 mc_adj_matrix_765 1
#> 766 mc_adj_matrix_766 1
#> 767 mc_adj_matrix_767 1
#> 768 mc_adj_matrix_768 1
#> 769 mc_adj_matrix_769 1
#> 770 mc_adj_matrix_770 1
#> 771 mc_adj_matrix_771 1
#> 772 mc_adj_matrix_772 1
#> 773 mc_adj_matrix_773 1
#> 774 mc_adj_matrix_774 1
#> 775 mc_adj_matrix_775 1
#> 776 mc_adj_matrix_776 1
#> 777 mc_adj_matrix_777 1
#> 778 mc_adj_matrix_778 1
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#> 780 mc_adj_matrix_780 1
#> 781 mc_adj_matrix_781 1
#> 782 mc_adj_matrix_782 1
#> 783 mc_adj_matrix_783 1
#> 784 mc_adj_matrix_784 1
#> 785 mc_adj_matrix_785 1
#> 786 mc_adj_matrix_786 1
#> 787 mc_adj_matrix_787 1
#> 788 mc_adj_matrix_788 1
#> 789 mc_adj_matrix_789 1
#> 790 mc_adj_matrix_790 1
#> 791 mc_adj_matrix_791 1
#> 792 mc_adj_matrix_792 1
#> 793 mc_adj_matrix_793 1
#> 794 mc_adj_matrix_794 1
#> 795 mc_adj_matrix_795 1
#> 796 mc_adj_matrix_796 1
#> 797 mc_adj_matrix_797 1
#> 798 mc_adj_matrix_798 1
#> 799 mc_adj_matrix_799 1
#> 800 mc_adj_matrix_800 1
#> 801 mc_adj_matrix_801 1
#> 802 mc_adj_matrix_802 1
#> 803 mc_adj_matrix_803 1
#> 804 mc_adj_matrix_804 1
#> 805 mc_adj_matrix_805 1
#> 806 mc_adj_matrix_806 1
#> 807 mc_adj_matrix_807 1
#> 808 mc_adj_matrix_808 1
#> 809 mc_adj_matrix_809 1
#> 810 mc_adj_matrix_810 1
#> 811 mc_adj_matrix_811 1
#> 812 mc_adj_matrix_812 1
#> 813 mc_adj_matrix_813 1
#> 814 mc_adj_matrix_814 1
#> 815 mc_adj_matrix_815 1
#> 816 mc_adj_matrix_816 1
#> 817 mc_adj_matrix_817 1
#> 818 mc_adj_matrix_818 1
#> 819 mc_adj_matrix_819 1
#> 820 mc_adj_matrix_820 1
#> 821 mc_adj_matrix_821 1
#> 822 mc_adj_matrix_822 1
#> 823 mc_adj_matrix_823 1
#> 824 mc_adj_matrix_824 1
#> 825 mc_adj_matrix_825 1
#> 826 mc_adj_matrix_826 1
#> 827 mc_adj_matrix_827 1
#> 828 mc_adj_matrix_828 1
#> 829 mc_adj_matrix_829 1
#> 830 mc_adj_matrix_830 1
#> 831 mc_adj_matrix_831 1
#> 832 mc_adj_matrix_832 1
#> 833 mc_adj_matrix_833 1
#> 834 mc_adj_matrix_834 1
#> 835 mc_adj_matrix_835 1
#> 836 mc_adj_matrix_836 1
#> 837 mc_adj_matrix_837 1
#> 838 mc_adj_matrix_838 1
#> 839 mc_adj_matrix_839 1
#> 840 mc_adj_matrix_840 1
#> 841 mc_adj_matrix_841 1
#> 842 mc_adj_matrix_842 1
#> 843 mc_adj_matrix_843 1
#> 844 mc_adj_matrix_844 1
#> 845 mc_adj_matrix_845 1
#> 846 mc_adj_matrix_846 1
#> 847 mc_adj_matrix_847 1
#> 848 mc_adj_matrix_848 1
#> 849 mc_adj_matrix_849 1
#> 850 mc_adj_matrix_850 1
#> 851 mc_adj_matrix_851 1
#> 852 mc_adj_matrix_852 1
#> 853 mc_adj_matrix_853 1
#> 854 mc_adj_matrix_854 1
#> 855 mc_adj_matrix_855 1
#> 856 mc_adj_matrix_856 1
#> 857 mc_adj_matrix_857 1
#> 858 mc_adj_matrix_858 1
#> 859 mc_adj_matrix_859 1
#> 860 mc_adj_matrix_860 1
#> 861 mc_adj_matrix_861 1
#> 862 mc_adj_matrix_862 1
#> 863 mc_adj_matrix_863 1
#> 864 mc_adj_matrix_864 1
#> 865 mc_adj_matrix_865 1
#> 866 mc_adj_matrix_866 1
#> 867 mc_adj_matrix_867 1
#> 868 mc_adj_matrix_868 1
#> 869 mc_adj_matrix_869 1
#> 870 mc_adj_matrix_870 1
#> 871 mc_adj_matrix_871 1
#> 872 mc_adj_matrix_872 1
#> 873 mc_adj_matrix_873 1
#> 874 mc_adj_matrix_874 1
#> 875 mc_adj_matrix_875 1
#> 876 mc_adj_matrix_876 1
#> 877 mc_adj_matrix_877 1
#> 878 mc_adj_matrix_878 1
#> 879 mc_adj_matrix_879 1
#> 880 mc_adj_matrix_880 1
#> 881 mc_adj_matrix_881 1
#> 882 mc_adj_matrix_882 1
#> 883 mc_adj_matrix_883 1
#> 884 mc_adj_matrix_884 1
#> 885 mc_adj_matrix_885 1
#> 886 mc_adj_matrix_886 1
#> 887 mc_adj_matrix_887 1
#> 888 mc_adj_matrix_888 1
#> 889 mc_adj_matrix_889 1
#> 890 mc_adj_matrix_890 1
#> 891 mc_adj_matrix_891 1
#> 892 mc_adj_matrix_892 1
#> 893 mc_adj_matrix_893 1
#> 894 mc_adj_matrix_894 1
#> 895 mc_adj_matrix_895 1
#> 896 mc_adj_matrix_896 1
#> 897 mc_adj_matrix_897 1
#> 898 mc_adj_matrix_898 1
#> 899 mc_adj_matrix_899 1
#> 900 mc_adj_matrix_900 1
#> 901 mc_adj_matrix_901 1
#> 902 mc_adj_matrix_902 1
#> 903 mc_adj_matrix_903 1
#> 904 mc_adj_matrix_904 1
#> 905 mc_adj_matrix_905 1
#> 906 mc_adj_matrix_906 1
#> 907 mc_adj_matrix_907 1
#> 908 mc_adj_matrix_908 1
#> 909 mc_adj_matrix_909 1
#> 910 mc_adj_matrix_910 1
#> 911 mc_adj_matrix_911 1
#> 912 mc_adj_matrix_912 1
#> 913 mc_adj_matrix_913 1
#> 914 mc_adj_matrix_914 1
#> 915 mc_adj_matrix_915 1
#> 916 mc_adj_matrix_916 1
#> 917 mc_adj_matrix_917 1
#> 918 mc_adj_matrix_918 1
#> 919 mc_adj_matrix_919 1
#> 920 mc_adj_matrix_920 1
#> 921 mc_adj_matrix_921 1
#> 922 mc_adj_matrix_922 1
#> 923 mc_adj_matrix_923 1
#> 924 mc_adj_matrix_924 1
#> 925 mc_adj_matrix_925 1
#> 926 mc_adj_matrix_926 1
#> 927 mc_adj_matrix_927 1
#> 928 mc_adj_matrix_928 1
#> 929 mc_adj_matrix_929 1
#> 930 mc_adj_matrix_930 1
#> 931 mc_adj_matrix_931 1
#> 932 mc_adj_matrix_932 1
#> 933 mc_adj_matrix_933 1
#> 934 mc_adj_matrix_934 1
#> 935 mc_adj_matrix_935 1
#> 936 mc_adj_matrix_936 1
#> 937 mc_adj_matrix_937 1
#> 938 mc_adj_matrix_938 1
#> 939 mc_adj_matrix_939 1
#> 940 mc_adj_matrix_940 1
#> 941 mc_adj_matrix_941 1
#> 942 mc_adj_matrix_942 1
#> 943 mc_adj_matrix_943 1
#> 944 mc_adj_matrix_944 1
#> 945 mc_adj_matrix_945 1
#> 946 mc_adj_matrix_946 1
#> 947 mc_adj_matrix_947 1
#> 948 mc_adj_matrix_948 1
#> 949 mc_adj_matrix_949 1
#> 950 mc_adj_matrix_950 1
#> 951 mc_adj_matrix_951 1
#> 952 mc_adj_matrix_952 1
#> 953 mc_adj_matrix_953 1
#> 954 mc_adj_matrix_954 1
#> 955 mc_adj_matrix_955 1
#> 956 mc_adj_matrix_956 1
#> 957 mc_adj_matrix_957 1
#> 958 mc_adj_matrix_958 1
#> 959 mc_adj_matrix_959 1
#> 960 mc_adj_matrix_960 1
#> 961 mc_adj_matrix_961 1
#> 962 mc_adj_matrix_962 1
#> 963 mc_adj_matrix_963 1
#> 964 mc_adj_matrix_964 1
#> 965 mc_adj_matrix_965 1
#> 966 mc_adj_matrix_966 1
#> 967 mc_adj_matrix_967 1
#> 968 mc_adj_matrix_968 1
#> 969 mc_adj_matrix_969 1
#> 970 mc_adj_matrix_970 1
#> 971 mc_adj_matrix_971 1
#> 972 mc_adj_matrix_972 1
#> 973 mc_adj_matrix_973 1
#> 974 mc_adj_matrix_974 1
#> 975 mc_adj_matrix_975 1
#> 976 mc_adj_matrix_976 1
#> 977 mc_adj_matrix_977 1
#> 978 mc_adj_matrix_978 1
#> 979 mc_adj_matrix_979 1
#> 980 mc_adj_matrix_980 1
#> 981 mc_adj_matrix_981 1
#> 982 mc_adj_matrix_982 1
#> 983 mc_adj_matrix_983 1
#> 984 mc_adj_matrix_984 1
#> 985 mc_adj_matrix_985 1
#> 986 mc_adj_matrix_986 1
#> 987 mc_adj_matrix_987 1
#> 988 mc_adj_matrix_988 1
#> 989 mc_adj_matrix_989 1
#> 990 mc_adj_matrix_990 1
#> 991 mc_adj_matrix_991 1
#> 992 mc_adj_matrix_992 1
#> 993 mc_adj_matrix_993 1
#> 994 mc_adj_matrix_994 1
#> 995 mc_adj_matrix_995 1
#> 996 mc_adj_matrix_996 1
#> 997 mc_adj_matrix_997 1
#> 998 mc_adj_matrix_998 1
#> 999 mc_adj_matrix_999 1
#> 1000 mc_adj_matrix_1000 1
#> Public.Education.Programs Salts.Added.during.Water.Treatment
#> 1 0.000000e+00 0.000000e+00
#> 2 6.781461e-06 6.781461e-06
#> 3 2.018292e-07 2.018292e-07
#> 4 6.875648e-06 6.875648e-06
#> 5 -6.458534e-07 -6.458534e-07
#> 6 4.305689e-07 4.305689e-07
#> 7 -7.534956e-07 -7.534956e-07
#> 8 1.668455e-06 1.668455e-06
#> 9 1.291707e-06 1.291707e-06
#> 10 8.073167e-08 8.073167e-08
#> 11 2.018292e-07 2.018292e-07
#> 12 6.458534e-07 6.458534e-07
#> 13 0.000000e+00 0.000000e+00
#> 14 4.036584e-07 4.036584e-07
#> 15 1.883739e-07 1.883739e-07
#> 16 0.000000e+00 0.000000e+00
#> 17 0.000000e+00 0.000000e+00
#> 18 0.000000e+00 0.000000e+00
#> 19 4.171136e-07 4.171136e-07
#> 20 1.614633e-07 1.614633e-07
#> 21 1.883739e-07 1.883739e-07
#> 22 4.171136e-07 4.171136e-07
#> 23 0.000000e+00 0.000000e+00
#> 24 0.000000e+00 0.000000e+00
#> 25 1.668455e-06 1.668455e-06
#> 26 4.709348e-08 4.709348e-08
#> 27 0.000000e+00 0.000000e+00
#> 28 6.875648e-06 6.875648e-06
#> 29 3.229267e-07 3.229267e-07
#> 30 5.045730e-09 5.045730e-09
#> 31 0.000000e+00 0.000000e+00
#> 32 -2.583414e-06 -2.583414e-06
#> 33 0.000000e+00 0.000000e+00
#> 34 1.695365e-06 1.695365e-06
#> 35 0.000000e+00 0.000000e+00
#> 36 3.767478e-07 3.767478e-07
#> 37 1.715548e-06 1.715548e-06
#> 38 -7.534956e-07 -7.534956e-07
#> 39 -4.305689e-07 -4.305689e-07
#> 40 -8.611379e-07 -8.611379e-07
#> 41 1.708820e-06 1.708820e-06
#> 42 4.036584e-08 4.036584e-08
#> 43 -3.767478e-07 -3.767478e-07
#> 44 -8.073167e-08 -8.073167e-08
#> 45 3.431096e-06 3.431096e-06
#> 46 -1.076422e-07 -1.076422e-07
#> 47 6.781461e-06 6.781461e-06
#> 48 3.417641e-06 3.417641e-06
#> 49 0.000000e+00 0.000000e+00
#> 50 6.727639e-09 6.727639e-09
#> 51 0.000000e+00 0.000000e+00
#> 52 0.000000e+00 0.000000e+00
#> 53 0.000000e+00 0.000000e+00
#> 54 4.036584e-07 4.036584e-07
#> 55 8.073167e-08 8.073167e-08
#> 56 0.000000e+00 0.000000e+00
#> 57 0.000000e+00 0.000000e+00
#> 58 3.431096e-06 3.431096e-06
#> 59 3.013983e-06 3.013983e-06
#> 60 3.056197e-01 1.708820e-06
#> 61 3.767478e-07 3.767478e-07
#> 62 1.883739e-07 1.883739e-07
#> 63 1.614633e-07 1.614633e-07
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 0.000000e+00
#> 66 0.000000e+00 0.000000e+00
#> 67 2.082887e-01 1.076422e-07
#> 68 2.691056e-08 2.691056e-08
#> 69 0.000000e+00 0.000000e+00
#> 70 8.476826e-07 8.476826e-07
#> 71 0.000000e+00 0.000000e+00
#> 72 0.000000e+00 0.000000e+00
#> 73 -4.305689e-07 -4.305689e-07
#> 74 0.000000e+00 0.000000e+00
#> 75 0.000000e+00 0.000000e+00
#> 76 0.000000e+00 0.000000e+00
#> 77 0.000000e+00 0.000000e+00
#> 78 1.883739e-07 1.883739e-07
#> 79 0.000000e+00 0.000000e+00
#> 80 1.614633e-07 1.614633e-07
#> 81 0.000000e+00 0.000000e+00
#> 82 0.000000e+00 0.000000e+00
#> 83 5.382112e-08 5.382112e-08
#> 84 -3.767478e-07 -3.767478e-07
#> 85 3.437824e-06 3.437824e-06
#> 86 0.000000e+00 0.000000e+00
#> 87 0.000000e+00 0.000000e+00
#> 88 0.000000e+00 0.000000e+00
#> 89 1.614633e-07 1.614633e-07
#> 90 0.000000e+00 0.000000e+00
#> 91 3.417641e-06 3.417641e-06
#> 92 0.000000e+00 0.000000e+00
#> 93 1.614633e-06 1.614633e-06
#> 94 -7.534956e-07 -7.534956e-07
#> 95 8.342273e-07 8.342273e-07
#> 96 0.000000e+00 0.000000e+00
#> 97 3.417641e-06 3.417641e-06
#> 98 3.229267e-07 3.229267e-07
#> 99 4.036584e-08 4.036584e-08
#> 100 0.000000e+00 0.000000e+00
#> 101 1.708820e-06 1.708820e-06
#> 102 2.359418e-01 -7.534956e-07
#> 103 8.073167e-07 8.073167e-07
#> 104 -8.073167e-07 -8.073167e-07
#> 105 0.000000e+00 0.000000e+00
#> 106 3.229267e-06 3.229267e-06
#> 107 -7.534956e-07 -7.534956e-07
#> 108 6.835282e-06 6.835282e-06
#> 109 6.835282e-06 6.835282e-06
#> 110 3.229267e-07 3.229267e-07
#> 111 0.000000e+00 0.000000e+00
#> 112 0.000000e+00 0.000000e+00
#> 113 0.000000e+00 0.000000e+00
#> 114 0.000000e+00 0.000000e+00
#> 115 1.723865e-01 9.418695e-08
#> 116 4.171136e-07 4.171136e-07
#> 117 0.000000e+00 0.000000e+00
#> 118 2.085568e-07 2.085568e-07
#> 119 1.076422e-07 1.076422e-07
#> 120 0.000000e+00 0.000000e+00
#> 121 -5.382112e-08 -5.382112e-08
#> 122 0.000000e+00 0.000000e+00
#> 123 0.000000e+00 0.000000e+00
#> 124 0.000000e+00 0.000000e+00
#> 125 0.000000e+00 0.000000e+00
#> 126 0.000000e+00 0.000000e+00
#> 127 0.000000e+00 0.000000e+00
#> 128 0.000000e+00 0.000000e+00
#> 129 2.152845e-07 2.152845e-07
#> 130 8.342273e-07 8.342273e-07
#> 131 1.708820e-06 1.708820e-06
#> 132 0.000000e+00 0.000000e+00
#> 133 1.614633e-07 1.614633e-07
#> 134 6.458534e-07 6.458534e-07
#> 135 0.000000e+00 0.000000e+00
#> 136 1.076422e-07 1.076422e-07
#> 137 0.000000e+00 0.000000e+00
#> 138 1.708820e-06 1.708820e-06
#> 139 1.708820e-06 1.708820e-06
#> 140 0.000000e+00 0.000000e+00
#> 141 1.291707e-06 1.291707e-06
#> 142 1.524199e-01 0.000000e+00
#> 143 0.000000e+00 0.000000e+00
#> 144 8.476826e-07 8.476826e-07
#> 145 1.009146e-07 1.009146e-07
#> 146 6.882375e-06 6.882375e-06
#> 147 1.614633e-07 1.614633e-07
#> 148 0.000000e+00 0.000000e+00
#> 149 7.534956e-07 7.534956e-07
#> 150 1.614633e-07 1.614633e-07
#> 151 5.382112e-08 5.382112e-08
#> 152 -1.614633e-06 -1.614633e-06
#> 153 0.000000e+00 0.000000e+00
#> 154 3.229267e-07 3.229267e-07
#> 155 0.000000e+00 0.000000e+00
#> 156 2.152845e-07 2.152845e-07
#> 157 0.000000e+00 0.000000e+00
#> 158 3.417641e-06 3.417641e-06
#> 159 2.018292e-07 2.018292e-07
#> 160 8.342273e-07 8.342273e-07
#> 161 0.000000e+00 0.000000e+00
#> 162 0.000000e+00 0.000000e+00
#> 163 1.883739e-07 1.883739e-07
#> 164 1.614633e-07 1.614633e-07
#> 165 -1.076422e-07 -1.076422e-07
#> 166 0.000000e+00 0.000000e+00
#> 167 -2.152845e-07 -2.152845e-07
#> 168 0.000000e+00 0.000000e+00
#> 169 1.883739e-07 1.883739e-07
#> 170 4.171136e-07 4.171136e-07
#> 171 -1.076422e-07 6.580417e-07
#> 172 0.000000e+00 0.000000e+00
#> 173 -3.229267e-07 -3.229267e-07
#> 174 1.076422e-07 1.076422e-07
#> 175 1.883739e-07 1.883739e-07
#> 176 7.534956e-07 7.534956e-07
#> 177 7.534956e-07 7.534956e-07
#> 178 6.835282e-06 6.835282e-06
#> 179 2.144435e-07 2.144435e-07
#> 180 -3.229267e-07 -3.229267e-07
#> 181 3.390730e-06 3.390730e-06
#> 182 3.417641e-06 3.417641e-06
#> 183 1.614633e-07 1.614633e-07
#> 184 -2.018292e-07 -2.018292e-07
#> 185 -8.342273e-07 -8.342273e-07
#> 186 8.544102e-07 8.544102e-07
#> 187 0.000000e+00 0.000000e+00
#> 188 3.390730e-06 3.390730e-06
#> 189 0.000000e+00 0.000000e+00
#> 190 1.883739e-07 1.883739e-07
#> 191 0.000000e+00 0.000000e+00
#> 192 3.390730e-06 3.390730e-06
#> 193 8.073167e-07 8.073167e-07
#> 194 4.709348e-08 4.709348e-08
#> 195 2.948995e-01 -3.767478e-07
#> 196 0.000000e+00 0.000000e+00
#> 197 0.000000e+00 0.000000e+00
#> 198 -8.073167e-08 -8.073167e-08
#> 199 0.000000e+00 0.000000e+00
#> 200 8.544102e-07 8.544102e-07
#> 201 0.000000e+00 0.000000e+00
#> 202 3.437824e-06 3.437824e-06
#> 203 8.611379e-07 8.611379e-07
#> 204 0.000000e+00 0.000000e+00
#> 205 -1.076422e-07 -1.076422e-07
#> 206 0.000000e+00 0.000000e+00
#> 207 0.000000e+00 0.000000e+00
#> 208 8.342273e-07 8.342273e-07
#> 209 0.000000e+00 0.000000e+00
#> 210 8.476826e-07 8.476826e-07
#> 211 1.668455e-06 1.668455e-06
#> 212 0.000000e+00 0.000000e+00
#> 213 1.076422e-07 1.076422e-07
#> 214 2.018292e-07 2.018292e-07
#> 215 2.152845e-07 2.152845e-07
#> 216 0.000000e+00 0.000000e+00
#> 217 0.000000e+00 0.000000e+00
#> 218 0.000000e+00 0.000000e+00
#> 219 0.000000e+00 0.000000e+00
#> 220 0.000000e+00 0.000000e+00
#> 221 0.000000e+00 0.000000e+00
#> 222 0.000000e+00 0.000000e+00
#> 223 0.000000e+00 0.000000e+00
#> 224 8.342273e-07 8.342273e-07
#> 225 0.000000e+00 0.000000e+00
#> 226 2.691056e-08 2.691056e-08
#> 227 2.963653e-01 5.382112e-08
#> 228 0.000000e+00 0.000000e+00
#> 229 3.013983e-06 3.013983e-06
#> 230 1.839579e-01 8.577740e-07
#> 231 6.885739e-06 6.885739e-06
#> 232 3.004644e-01 -1.076422e-07
#> 233 -1.076422e-07 -1.076422e-07
#> 234 1.614633e-07 1.614633e-07
#> 235 0.000000e+00 0.000000e+00
#> 236 -3.767478e-07 -3.767478e-07
#> 237 0.000000e+00 0.000000e+00
#> 238 0.000000e+00 0.000000e+00
#> 239 0.000000e+00 0.000000e+00
#> 240 0.000000e+00 0.000000e+00
#> 241 0.000000e+00 0.000000e+00
#> 242 0.000000e+00 0.000000e+00
#> 243 1.614633e-07 1.614633e-07
#> 244 0.000000e+00 0.000000e+00
#> 245 0.000000e+00 0.000000e+00
#> 246 1.708820e-06 1.708820e-06
#> 247 0.000000e+00 0.000000e+00
#> 248 0.000000e+00 0.000000e+00
#> 249 6.781461e-06 6.781461e-06
#> 250 3.767478e-07 3.767478e-07
#> 251 1.695365e-06 1.695365e-06
#> 252 8.342273e-07 8.342273e-07
#> 253 1.076422e-07 1.076422e-07
#> 254 0.000000e+00 0.000000e+00
#> 255 0.000000e+00 0.000000e+00
#> 256 0.000000e+00 0.000000e+00
#> 257 8.073167e-07 8.073167e-07
#> 258 -7.534956e-07 -7.534956e-07
#> 259 1.695365e-06 1.695365e-06
#> 260 1.614633e-06 1.614633e-06
#> 261 2.018292e-08 2.018292e-08
#> 262 0.000000e+00 0.000000e+00
#> 263 4.238413e-07 4.238413e-07
#> 264 1.668455e-06 1.668455e-06
#> 265 6.882375e-06 6.882375e-06
#> 266 0.000000e+00 0.000000e+00
#> 267 0.000000e+00 0.000000e+00
#> 268 1.715548e-06 1.715548e-06
#> 269 2.678925e-01 1.722065e-06
#> 270 4.036584e-07 4.036584e-07
#> 271 1.668455e-06 -8.984677e-06
#> 272 0.000000e+00 0.000000e+00
#> 273 0.000000e+00 0.000000e+00
#> 274 0.000000e+00 0.000000e+00
#> 275 2.656960e-01 4.036584e-07
#> 276 1.009146e-07 1.009146e-07
#> 277 0.000000e+00 0.000000e+00
#> 278 1.708820e-06 1.708820e-06
#> 279 0.000000e+00 0.000000e+00
#> 280 0.000000e+00 0.000000e+00
#> 281 0.000000e+00 0.000000e+00
#> 282 8.073167e-08 8.073167e-08
#> 283 0.000000e+00 0.000000e+00
#> 284 0.000000e+00 0.000000e+00
#> 285 -4.305689e-07 -4.305689e-07
#> 286 0.000000e+00 0.000000e+00
#> 287 -4.305689e-07 -4.305689e-07
#> 288 1.708820e-06 1.708820e-06
#> 289 7.534956e-07 7.534956e-07
#> 290 0.000000e+00 0.000000e+00
#> 291 0.000000e+00 0.000000e+00
#> 292 0.000000e+00 0.000000e+00
#> 293 0.000000e+00 0.000000e+00
#> 294 0.000000e+00 0.000000e+00
#> 295 0.000000e+00 0.000000e+00
#> 296 0.000000e+00 0.000000e+00
#> 297 0.000000e+00 0.000000e+00
#> 298 -1.614633e-07 -1.614633e-07
#> 299 0.000000e+00 0.000000e+00
#> 300 1.076422e-07 1.076422e-07
#> 301 0.000000e+00 0.000000e+00
#> 302 8.342273e-07 8.342273e-07
#> 303 0.000000e+00 0.000000e+00
#> 304 4.171136e-07 4.171136e-07
#> 305 0.000000e+00 0.000000e+00
#> 306 -1.614633e-07 -1.614633e-07
#> 307 5.382112e-08 5.382112e-08
#> 308 0.000000e+00 0.000000e+00
#> 309 0.000000e+00 0.000000e+00
#> 310 1.614633e-06 1.614633e-06
#> 311 0.000000e+00 0.000000e+00
#> 312 0.000000e+00 0.000000e+00
#> 313 0.000000e+00 0.000000e+00
#> 314 0.000000e+00 0.000000e+00
#> 315 0.000000e+00 0.000000e+00
#> 316 0.000000e+00 0.000000e+00
#> 317 0.000000e+00 0.000000e+00
#> 318 8.073167e-07 8.073167e-07
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#> 320 1.076422e-07 1.076422e-07
#> 321 1.076422e-07 1.076422e-07
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#> 324 -8.611379e-07 -8.611379e-07
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#> 335 4.171136e-07 4.171136e-07
#> 336 7.534956e-07 7.534956e-07
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#> 342 8.611379e-07 8.611379e-07
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#> 347 0.000000e+00 0.000000e+00
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#> 349 7.534956e-07 7.534956e-07
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#> 706 4.036584e-07 4.036584e-07
#> 707 -1.291707e-06 -1.291707e-06
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#> 709 4.272051e-07 4.272051e-07
#> 710 0.000000e+00 0.000000e+00
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#> 712 1.883739e-07 1.883739e-07
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#> 718 8.476826e-07 8.476826e-07
#> 719 0.000000e+00 0.000000e+00
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#> 726 1.009146e-07 1.009146e-07
#> 727 0.000000e+00 0.000000e+00
#> 728 -1.076422e-07 -1.076422e-07
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#> 730 0.000000e+00 0.000000e+00
#> 731 8.476826e-07 8.476826e-07
#> 732 8.073167e-08 8.073167e-08
#> 733 4.036584e-07 4.036584e-07
#> 734 -6.458534e-07 -6.458534e-07
#> 735 0.000000e+00 0.000000e+00
#> 736 0.000000e+00 0.000000e+00
#> 737 1.695365e-06 1.695365e-06
#> 738 3.767478e-07 3.767478e-07
#> 739 -8.611379e-07 -8.611379e-07
#> 740 5.382112e-08 5.382112e-08
#> 741 3.431096e-06 3.431096e-06
#> 742 4.171136e-07 4.171136e-07
#> 743 0.000000e+00 0.000000e+00
#> 744 0.000000e+00 0.000000e+00
#> 745 0.000000e+00 0.000000e+00
#> 746 0.000000e+00 0.000000e+00
#> 747 0.000000e+00 0.000000e+00
#> 748 0.000000e+00 0.000000e+00
#> 749 3.390730e-06 3.390730e-06
#> 750 -1.614633e-07 -1.614633e-07
#> 751 0.000000e+00 0.000000e+00
#> 752 -5.255973e-11 -5.255973e-11
#> 753 -4.305689e-07 -4.305689e-07
#> 754 1.718912e-06 1.718912e-06
#> 755 4.171136e-07 4.171136e-07
#> 756 0.000000e+00 0.000000e+00
#> 757 0.000000e+00 0.000000e+00
#> 758 2.419042e-01 -3.767478e-07
#> 759 -7.534956e-07 -7.534956e-07
#> 760 0.000000e+00 0.000000e+00
#> 761 5.382112e-08 5.382112e-08
#> 762 1.695365e-06 1.695365e-06
#> 763 0.000000e+00 0.000000e+00
#> 764 7.534956e-07 7.534956e-07
#> 765 0.000000e+00 0.000000e+00
#> 766 -3.767478e-07 -3.767478e-07
#> 767 0.000000e+00 0.000000e+00
#> 768 1.076422e-07 1.076422e-07
#> 769 0.000000e+00 0.000000e+00
#> 770 0.000000e+00 0.000000e+00
#> 771 0.000000e+00 0.000000e+00
#> 772 1.883739e-07 1.883739e-07
#> 773 0.000000e+00 0.000000e+00
#> 774 0.000000e+00 0.000000e+00
#> 775 8.544102e-07 8.544102e-07
#> 776 1.614633e-07 1.614633e-07
#> 777 0.000000e+00 0.000000e+00
#> 778 0.000000e+00 0.000000e+00
#> 779 -1.076422e-07 -1.076422e-07
#> 780 -1.506991e-06 -1.506991e-06
#> 781 -1.076422e-07 -1.076422e-07
#> 782 8.476826e-07 8.476826e-07
#> 783 7.534956e-07 7.534956e-07
#> 784 0.000000e+00 0.000000e+00
#> 785 0.000000e+00 0.000000e+00
#> 786 4.036584e-07 4.036584e-07
#> 787 0.000000e+00 0.000000e+00
#> 788 0.000000e+00 0.000000e+00
#> 789 0.000000e+00 0.000000e+00
#> 790 0.000000e+00 0.000000e+00
#> 791 0.000000e+00 0.000000e+00
#> 792 0.000000e+00 0.000000e+00
#> 793 0.000000e+00 0.000000e+00
#> 794 0.000000e+00 0.000000e+00
#> 795 6.835282e-06 6.835282e-06
#> 796 0.000000e+00 0.000000e+00
#> 797 -6.458534e-07 -6.458534e-07
#> 798 1.668455e-06 1.668455e-06
#> 799 4.036584e-07 4.036584e-07
#> 800 0.000000e+00 0.000000e+00
#> 801 0.000000e+00 0.000000e+00
#> 802 -4.305689e-07 -4.305689e-07
#> 803 0.000000e+00 0.000000e+00
#> 804 0.000000e+00 0.000000e+00
#> 805 1.695365e-06 1.695365e-06
#> 806 8.611379e-07 8.611379e-07
#> 807 0.000000e+00 0.000000e+00
#> 808 0.000000e+00 0.000000e+00
#> 809 2.152845e-07 2.152845e-07
#> 810 -8.611379e-07 -8.611379e-07
#> 811 4.036584e-07 4.036584e-07
#> 812 0.000000e+00 0.000000e+00
#> 813 8.073167e-07 8.073167e-07
#> 814 8.342273e-07 8.342273e-07
#> 815 0.000000e+00 0.000000e+00
#> 816 2.018292e-07 2.018292e-07
#> 817 1.614633e-07 -2.247048e-06
#> 818 0.000000e+00 0.000000e+00
#> 819 2.454281e-01 8.594559e-07
#> 820 0.000000e+00 0.000000e+00
#> 821 4.171136e-07 4.171136e-07
#> 822 1.883739e-07 -7.474887e-07
#> 823 -1.076422e-07 -1.076422e-07
#> 824 0.000000e+00 0.000000e+00
#> 825 4.171136e-07 4.171136e-07
#> 826 8.073167e-08 8.073167e-08
#> 827 4.272051e-07 4.272051e-07
#> 828 2.085568e-07 2.085568e-07
#> 829 1.009146e-07 1.009146e-07
#> 830 1.883739e-07 1.883739e-07
#> 831 4.171136e-07 4.171136e-07
#> 832 3.437824e-06 3.437824e-06
#> 833 2.018292e-07 2.018292e-07
#> 834 0.000000e+00 0.000000e+00
#> 835 0.000000e+00 0.000000e+00
#> 836 0.000000e+00 0.000000e+00
#> 837 0.000000e+00 0.000000e+00
#> 838 0.000000e+00 0.000000e+00
#> 839 8.577740e-07 8.577740e-07
#> 840 1.718912e-06 1.718912e-06
#> 841 0.000000e+00 0.000000e+00
#> 842 -3.767478e-07 -3.767478e-07
#> 843 2.152845e-07 2.152845e-07
#> 844 0.000000e+00 0.000000e+00
#> 845 -7.534956e-07 2.730048e-06
#> 846 0.000000e+00 0.000000e+00
#> 847 1.614633e-07 1.614633e-07
#> 848 0.000000e+00 0.000000e+00
#> 849 0.000000e+00 0.000000e+00
#> 850 0.000000e+00 0.000000e+00
#> 851 0.000000e+00 0.000000e+00
#> 852 1.506991e-06 1.506991e-06
#> 853 -2.583414e-06 -2.583414e-06
#> 854 -4.305689e-07 -4.305689e-07
#> 855 4.238413e-07 4.238413e-07
#> 856 2.018292e-07 2.018292e-07
#> 857 0.000000e+00 0.000000e+00
#> 858 4.288870e-07 4.288870e-07
#> 859 3.431096e-06 3.431096e-06
#> 860 1.076422e-07 1.076422e-07
#> 861 8.544102e-07 8.544102e-07
#> 862 -8.611379e-07 -8.611379e-07
#> 863 2.152845e-07 2.152845e-07
#> 864 0.000000e+00 0.000000e+00
#> 865 -6.458534e-07 -6.458534e-07
#> 866 -3.229267e-07 -3.229267e-07
#> 867 0.000000e+00 0.000000e+00
#> 868 1.883739e-07 1.883739e-07
#> 869 0.000000e+00 0.000000e+00
#> 870 0.000000e+00 0.000000e+00
#> 871 0.000000e+00 0.000000e+00
#> 872 0.000000e+00 0.000000e+00
#> 873 0.000000e+00 0.000000e+00
#> 874 6.458534e-07 6.458534e-07
#> 875 6.885739e-06 6.885739e-06
#> 876 2.079852e-01 3.437824e-06
#> 877 0.000000e+00 0.000000e+00
#> 878 1.708820e-06 1.708820e-06
#> 879 0.000000e+00 0.000000e+00
#> 880 -4.305689e-07 -4.305689e-07
#> 881 0.000000e+00 0.000000e+00
#> 882 3.390730e-06 3.390730e-06
#> 883 3.229267e-07 3.229267e-07
#> 884 0.000000e+00 0.000000e+00
#> 885 0.000000e+00 0.000000e+00
#> 886 -3.229267e-07 -3.229267e-07
#> 887 2.569979e-01 2.085568e-07
#> 888 0.000000e+00 0.000000e+00
#> 889 4.036584e-07 4.036584e-07
#> 890 2.061354e-01 3.431096e-06
#> 891 0.000000e+00 0.000000e+00
#> 892 3.336909e-06 3.336909e-06
#> 893 6.887421e-06 6.887421e-06
#> 894 1.076422e-07 1.076422e-07
#> 895 4.171136e-07 4.171136e-07
#> 896 0.000000e+00 0.000000e+00
#> 897 0.000000e+00 0.000000e+00
#> 898 0.000000e+00 0.000000e+00
#> 899 4.171136e-07 4.171136e-07
#> 900 0.000000e+00 0.000000e+00
#> 901 0.000000e+00 0.000000e+00
#> 902 0.000000e+00 0.000000e+00
#> 903 3.767478e-07 3.767478e-07
#> 904 -2.152845e-07 -2.152845e-07
#> 905 6.458534e-07 6.458534e-07
#> 906 0.000000e+00 0.000000e+00
#> 907 0.000000e+00 0.000000e+00
#> 908 1.614633e-07 1.614633e-07
#> 909 0.000000e+00 0.000000e+00
#> 910 0.000000e+00 0.000000e+00
#> 911 0.000000e+00 0.000000e+00
#> 912 0.000000e+00 0.000000e+00
#> 913 -8.611379e-07 -8.611379e-07
#> 914 2.507755e-01 8.476826e-07
#> 915 1.614633e-07 1.614633e-07
#> 916 3.437824e-06 3.437824e-06
#> 917 3.229267e-07 3.229267e-07
#> 918 0.000000e+00 0.000000e+00
#> 919 0.000000e+00 0.000000e+00
#> 920 4.036584e-07 4.036584e-07
#> 921 6.875648e-06 6.875648e-06
#> 922 0.000000e+00 0.000000e+00
#> 923 -8.611379e-07 -8.611379e-07
#> 924 2.988297e-01 3.767478e-07
#> 925 0.000000e+00 0.000000e+00
#> 926 2.085568e-07 2.085568e-07
#> 927 0.000000e+00 0.000000e+00
#> 928 0.000000e+00 0.000000e+00
#> 929 2.018292e-08 2.018292e-08
#> 930 1.883739e-07 1.883739e-07
#> 931 3.431096e-06 3.431096e-06
#> 932 7.534956e-07 7.534956e-07
#> 933 1.883739e-07 -1.182783e-06
#> 934 1.614633e-07 1.614633e-07
#> 935 3.417641e-06 3.417641e-06
#> 936 3.336909e-06 3.336909e-06
#> 937 -7.534956e-07 -7.534956e-07
#> 938 -1.614633e-07 -1.614633e-07
#> 939 1.668455e-06 1.668455e-06
#> 940 0.000000e+00 0.000000e+00
#> 941 0.000000e+00 0.000000e+00
#> 942 1.695365e-06 1.695365e-06
#> 943 -3.229267e-07 -3.229267e-07
#> 944 -6.458534e-07 -6.458534e-07
#> 945 0.000000e+00 0.000000e+00
#> 946 6.673818e-06 6.673818e-06
#> 947 0.000000e+00 0.000000e+00
#> 948 0.000000e+00 0.000000e+00
#> 949 8.342273e-07 8.342273e-07
#> 950 1.076422e-07 1.076422e-07
#> 951 0.000000e+00 0.000000e+00
#> 952 0.000000e+00 0.000000e+00
#> 953 4.288870e-07 4.288870e-07
#> 954 0.000000e+00 0.000000e+00
#> 955 3.390730e-06 3.390730e-06
#> 956 0.000000e+00 0.000000e+00
#> 957 0.000000e+00 0.000000e+00
#> 958 1.614633e-07 1.614633e-07
#> 959 3.229267e-07 3.229267e-07
#> 960 0.000000e+00 0.000000e+00
#> 961 1.076422e-07 1.076422e-07
#> 962 0.000000e+00 0.000000e+00
#> 963 0.000000e+00 0.000000e+00
#> 964 -2.152845e-07 -2.152845e-07
#> 965 2.691056e-08 2.691056e-08
#> 966 1.883739e-07 1.883739e-07
#> 967 0.000000e+00 0.000000e+00
#> 968 0.000000e+00 0.000000e+00
#> 969 0.000000e+00 0.000000e+00
#> 970 -1.076422e-07 -1.076422e-07
#> 971 4.036584e-07 4.036584e-07
#> 972 3.767478e-07 3.767478e-07
#> 973 -7.534956e-07 -7.534956e-07
#> 974 1.614633e-06 1.614633e-06
#> 975 7.534956e-07 7.534956e-07
#> 976 0.000000e+00 0.000000e+00
#> 977 3.437824e-06 3.437824e-06
#> 978 0.000000e+00 0.000000e+00
#> 979 -1.076422e-07 -1.076422e-07
#> 980 -1.076422e-07 -1.076422e-07
#> 981 4.036584e-08 4.036584e-08
#> 982 -2.152845e-07 -2.152845e-07
#> 983 0.000000e+00 0.000000e+00
#> 984 1.614633e-07 1.614633e-07
#> 985 4.036584e-07 4.036584e-07
#> 986 5.382112e-08 5.382112e-08
#> 987 3.417641e-06 3.417641e-06
#> 988 0.000000e+00 0.000000e+00
#> 989 1.668455e-06 1.668455e-06
#> 990 4.036584e-07 4.036584e-07
#> 991 8.577740e-07 8.577740e-07
#> 992 0.000000e+00 0.000000e+00
#> 993 0.000000e+00 0.000000e+00
#> 994 3.390730e-06 3.390730e-06
#> 995 1.708820e-06 1.708820e-06
#> 996 1.076422e-07 1.076422e-07
#> 997 0.000000e+00 0.000000e+00
#> 998 3.767478e-07 3.767478e-07
#> 999 0.000000e+00 0.000000e+00
#> 1000 0.000000e+00 0.000000e+00
#> Salts.Added.by.Winter.Maintenance.Activities Ecosystem.Health
#> 1 0.000000e+00 0.000000e+00
#> 2 -2.915443e-01 6.781461e-06
#> 3 -2.232996e-01 1.548583e-01
#> 4 -2.086234e-01 3.599561e-01
#> 5 -2.689095e-01 1.912593e-02
#> 6 -1.252055e-01 4.305689e-07
#> 7 -1.002180e-01 4.381413e-02
#> 8 -3.066199e-01 4.180752e-02
#> 9 -2.191940e-01 8.297809e-03
#> 10 -2.324337e-01 8.041809e-02
#> 11 -2.390800e-01 1.342381e-01
#> 12 -1.288349e-01 7.172790e-02
#> 13 0.000000e+00 0.000000e+00
#> 14 -1.920253e-01 1.206155e-01
#> 15 -2.053598e-01 9.972196e-02
#> 16 0.000000e+00 0.000000e+00
#> 17 -1.787365e-01 5.942094e-02
#> 18 0.000000e+00 0.000000e+00
#> 19 -2.774305e-01 1.184153e-01
#> 20 -2.809581e-01 7.646841e-02
#> 21 -2.773143e-01 8.429904e-02
#> 22 -2.962557e-01 1.056118e-01
#> 23 0.000000e+00 0.000000e+00
#> 24 0.000000e+00 0.000000e+00
#> 25 -2.972504e-01 2.670287e-01
#> 26 -1.079816e-01 1.150536e-01
#> 27 0.000000e+00 0.000000e+00
#> 28 -3.127203e-01 1.501876e-01
#> 29 -3.103767e-01 4.341699e-02
#> 30 -2.718028e-01 1.803437e-01
#> 31 -3.535411e-03 9.424716e-04
#> 32 -2.583414e-06 4.169540e-02
#> 33 0.000000e+00 0.000000e+00
#> 34 -3.150432e-01 5.458509e-02
#> 35 0.000000e+00 0.000000e+00
#> 36 -2.177439e-01 1.191531e-01
#> 37 -2.506570e-01 1.115566e-01
#> 38 -2.426048e-01 6.156684e-02
#> 39 -4.305689e-07 6.064889e-02
#> 40 -1.707409e-01 6.875083e-03
#> 41 -2.944879e-01 6.751955e-02
#> 42 -2.613760e-01 9.446986e-02
#> 43 -1.204159e-01 8.369783e-02
#> 44 -6.694068e-02 5.213466e-02
#> 45 -3.065014e-01 6.899909e-02
#> 46 -1.076422e-07 2.161525e-02
#> 47 -2.345692e-01 6.781461e-06
#> 48 -2.722139e-01 6.259665e-02
#> 49 0.000000e+00 0.000000e+00
#> 50 -6.319539e-02 4.618786e-02
#> 51 0.000000e+00 0.000000e+00
#> 52 -1.622193e-01 5.455664e-02
#> 53 0.000000e+00 0.000000e+00
#> 54 -3.315572e-01 8.686094e-02
#> 55 -1.631900e-01 3.363168e-02
#> 56 0.000000e+00 0.000000e+00
#> 57 -2.202048e-01 9.145685e-02
#> 58 -2.695116e-01 2.144903e-01
#> 59 -1.382673e-01 1.379370e-02
#> 60 1.708820e-06 1.579995e-01
#> 61 -2.519775e-01 4.854614e-02
#> 62 -1.750089e-01 5.812795e-02
#> 63 -2.834803e-01 6.473440e-02
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 0.000000e+00
#> 66 0.000000e+00 0.000000e+00
#> 67 -1.766678e-01 4.754297e-02
#> 68 -5.745576e-02 3.239796e-02
#> 69 0.000000e+00 0.000000e+00
#> 70 -1.471530e-01 8.440284e-02
#> 71 0.000000e+00 0.000000e+00
#> 72 0.000000e+00 0.000000e+00
#> 73 -5.380221e-02 9.987323e-02
#> 74 0.000000e+00 0.000000e+00
#> 75 0.000000e+00 0.000000e+00
#> 76 0.000000e+00 2.356253e-01
#> 77 0.000000e+00 0.000000e+00
#> 78 -1.973459e-01 1.038861e-01
#> 79 -2.188083e-02 6.134252e-03
#> 80 -2.655366e-01 7.657230e-02
#> 81 0.000000e+00 0.000000e+00
#> 82 0.000000e+00 0.000000e+00
#> 83 -4.723690e-07 8.506106e-02
#> 84 -1.251840e-01 7.261305e-02
#> 85 -2.510167e-01 2.215632e-01
#> 86 0.000000e+00 0.000000e+00
#> 87 0.000000e+00 0.000000e+00
#> 88 0.000000e+00 0.000000e+00
#> 89 -3.133963e-01 5.378646e-02
#> 90 0.000000e+00 9.794078e-02
#> 91 -2.395634e-01 1.350337e-01
#> 92 0.000000e+00 0.000000e+00
#> 93 -3.138263e-01 1.554171e-02
#> 94 -9.367481e-02 4.533846e-02
#> 95 -4.358611e-06 1.283919e-01
#> 96 0.000000e+00 0.000000e+00
#> 97 -2.403934e-01 4.947740e-02
#> 98 -9.578088e-02 1.735517e-01
#> 99 -8.311886e-02 4.148756e-02
#> 100 0.000000e+00 0.000000e+00
#> 101 -2.678314e-01 1.816655e-01
#> 102 -1.390147e-01 2.738358e-02
#> 103 -5.943683e-02 1.527174e-01
#> 104 -4.986185e-02 2.314105e-02
#> 105 0.000000e+00 0.000000e+00
#> 106 -2.638583e-01 2.656416e-01
#> 107 -1.262399e-01 5.352228e-02
#> 108 -2.865557e-01 6.569328e-02
#> 109 -1.366860e-01 1.627381e-01
#> 110 -5.407255e-02 2.419252e-02
#> 111 0.000000e+00 0.000000e+00
#> 112 0.000000e+00 0.000000e+00
#> 113 0.000000e+00 0.000000e+00
#> 114 0.000000e+00 0.000000e+00
#> 115 -2.344038e-01 8.606968e-02
#> 116 -3.016036e-01 1.485505e-01
#> 117 0.000000e+00 0.000000e+00
#> 118 -2.362163e-01 1.005577e-01
#> 119 -1.295153e-01 4.503779e-02
#> 120 0.000000e+00 0.000000e+00
#> 121 -5.795717e-02 2.193620e-02
#> 122 0.000000e+00 0.000000e+00
#> 123 0.000000e+00 0.000000e+00
#> 124 0.000000e+00 0.000000e+00
#> 125 0.000000e+00 0.000000e+00
#> 126 0.000000e+00 0.000000e+00
#> 127 0.000000e+00 0.000000e+00
#> 128 0.000000e+00 0.000000e+00
#> 129 -3.259139e-01 2.296564e-02
#> 130 -2.267218e-01 8.579434e-02
#> 131 -2.362260e-01 1.982227e-01
#> 132 0.000000e+00 0.000000e+00
#> 133 -1.840790e-01 8.206446e-02
#> 134 6.458534e-07 2.049370e-01
#> 135 0.000000e+00 0.000000e+00
#> 136 -1.909029e-01 4.875732e-02
#> 137 0.000000e+00 0.000000e+00
#> 138 -2.495737e-01 1.678369e-01
#> 139 -2.622201e-01 6.919141e-02
#> 140 0.000000e+00 0.000000e+00
#> 141 -9.630322e-02 4.096219e-02
#> 142 -1.499823e-01 8.138241e-02
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#> 884 0.000000e+00 0.000000e+00
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#> 888 0.000000e+00 0.000000e+00
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#> 890 -1.451984e-01 4.295021e-02
#> 891 0.000000e+00 0.000000e+00
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#> 894 -1.099607e-01 4.390577e-02
#> 895 -2.814969e-01 1.646680e-01
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#> 907 0.000000e+00 0.000000e+00
#> 908 -1.990134e-01 8.462309e-02
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#> 911 0.000000e+00 0.000000e+00
#> 912 0.000000e+00 0.000000e+00
#> 913 -1.056115e-01 -8.611379e-07
#> 914 -1.698101e-01 6.713610e-03
#> 915 -2.208634e-01 9.183428e-02
#> 916 -3.148690e-01 1.648137e-01
#> 917 -2.087380e-01 4.174242e-02
#> 918 0.000000e+00 0.000000e+00
#> 919 0.000000e+00 0.000000e+00
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#> 921 -2.858748e-01 2.081463e-01
#> 922 0.000000e+00 0.000000e+00
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#> 924 -2.087769e-01 6.281309e-02
#> 925 0.000000e+00 0.000000e+00
#> 926 -2.844172e-01 9.192407e-02
#> 927 0.000000e+00 0.000000e+00
#> 928 0.000000e+00 0.000000e+00
#> 929 -3.345922e-07 2.594809e-01
#> 930 -2.859640e-01 7.703817e-02
#> 931 -2.791456e-01 2.918933e-01
#> 932 -2.469812e-01 1.742067e-02
#> 933 -2.991351e-01 8.809394e-02
#> 934 -7.649020e-07 1.328247e-01
#> 935 -3.005279e-01 1.983461e-01
#> 936 -2.717651e-01 3.336909e-06
#> 937 -1.255363e-01 4.926207e-02
#> 938 -7.673093e-02 4.701535e-02
#> 939 -2.686862e-01 5.505997e-02
#> 940 0.000000e+00 0.000000e+00
#> 941 0.000000e+00 0.000000e+00
#> 942 -2.138094e-01 2.846441e-01
#> 943 -8.395082e-02 2.964873e-02
#> 944 -7.438645e-02 1.901515e-01
#> 945 0.000000e+00 0.000000e+00
#> 946 -1.864028e-01 1.876844e-02
#> 947 0.000000e+00 0.000000e+00
#> 948 0.000000e+00 0.000000e+00
#> 949 -2.841496e-01 5.947810e-02
#> 950 -2.342793e-01 4.725077e-02
#> 951 0.000000e+00 9.316054e-02
#> 952 0.000000e+00 7.872640e-02
#> 953 -2.577165e-01 1.547822e-01
#> 954 0.000000e+00 0.000000e+00
#> 955 -3.063711e-01 9.233226e-03
#> 956 0.000000e+00 0.000000e+00
#> 957 0.000000e+00 0.000000e+00
#> 958 -2.813833e-01 5.803505e-02
#> 959 3.229267e-07 1.951225e-01
#> 960 0.000000e+00 0.000000e+00
#> 961 1.076422e-07 1.125794e-01
#> 962 0.000000e+00 0.000000e+00
#> 963 0.000000e+00 0.000000e+00
#> 964 -1.839466e-01 3.548992e-02
#> 965 -1.142187e-01 1.457840e-02
#> 966 -2.449605e-01 9.744879e-02
#> 967 0.000000e+00 0.000000e+00
#> 968 0.000000e+00 0.000000e+00
#> 969 0.000000e+00 0.000000e+00
#> 970 -1.384366e-01 6.731583e-02
#> 971 -2.575379e-01 9.026070e-02
#> 972 -2.403793e-01 6.508942e-02
#> 973 -1.111299e-01 5.111819e-02
#> 974 -2.452274e-01 1.403169e-02
#> 975 -2.703649e-01 2.400866e-02
#> 976 0.000000e+00 0.000000e+00
#> 977 -2.998708e-01 2.253776e-01
#> 978 0.000000e+00 0.000000e+00
#> 979 -1.317126e-01 1.187932e-02
#> 980 -6.039861e-02 2.328518e-02
#> 981 -1.285599e-01 4.215443e-02
#> 982 1.613827e-07 9.431754e-02
#> 983 -1.540211e-01 6.422522e-02
#> 984 -1.812782e-01 7.425750e-02
#> 985 -2.310807e-01 1.534684e-02
#> 986 -1.710918e-01 1.129093e-01
#> 987 -2.153413e-01 1.445218e-01
#> 988 0.000000e+00 0.000000e+00
#> 989 -2.592051e-01 6.678328e-02
#> 990 -2.457562e-01 7.815376e-02
#> 991 -2.765996e-01 2.048813e-01
#> 992 -1.893597e-01 6.265322e-02
#> 993 0.000000e+00 0.000000e+00
#> 994 -2.144170e-01 1.534453e-01
#> 995 -3.237283e-01 1.373124e-01
#> 996 1.076422e-07 1.468525e-01
#> 997 0.000000e+00 0.000000e+00
#> 998 3.767478e-07 2.088346e-01
#> 999 0.000000e+00 0.000000e+00
#> 1000 0.000000e+00 0.000000e+00
#> Public.Awareness.of.Reservoir.Salinization Salinization.of.the.Reservoir
#> 1 0.000000e+00 0.000000e+00
#> 2 6.781461e-06 -3.033495e-01
#> 3 2.018292e-07 -1.778386e-01
#> 4 6.875648e-06 -2.466158e-01
#> 5 -6.458534e-07 -4.288439e-02
#> 6 4.305689e-07 -1.088746e-01
#> 7 -7.534956e-07 -6.012100e-02
#> 8 1.668455e-06 -2.012278e-01
#> 9 1.291707e-06 -8.859761e-02
#> 10 8.073167e-08 -9.168217e-02
#> 11 2.018292e-07 -2.002912e-01
#> 12 6.458534e-07 -2.402191e-01
#> 13 0.000000e+00 0.000000e+00
#> 14 4.036584e-07 -1.556360e-01
#> 15 1.883739e-07 -1.169424e-01
#> 16 0.000000e+00 0.000000e+00
#> 17 0.000000e+00 -7.915649e-02
#> 18 0.000000e+00 0.000000e+00
#> 19 4.171136e-07 -1.761276e-01
#> 20 1.614633e-07 -7.920141e-02
#> 21 1.883739e-07 -1.831287e-01
#> 22 4.171136e-07 -2.284336e-01
#> 23 0.000000e+00 0.000000e+00
#> 24 0.000000e+00 0.000000e+00
#> 25 1.668455e-06 -1.847278e-01
#> 26 4.709348e-08 -1.483675e-01
#> 27 0.000000e+00 0.000000e+00
#> 28 6.875648e-06 -3.410878e-01
#> 29 3.229267e-07 -1.740487e-01
#> 30 5.045730e-09 -2.244806e-01
#> 31 0.000000e+00 -1.257795e-03
#> 32 -2.583414e-06 -2.019398e-01
#> 33 0.000000e+00 0.000000e+00
#> 34 1.695365e-06 -2.124517e-01
#> 35 0.000000e+00 0.000000e+00
#> 36 3.767478e-07 -1.650847e-01
#> 37 1.715548e-06 -1.681689e-01
#> 38 -7.534956e-07 -8.119084e-02
#> 39 -4.305689e-07 -2.072217e-01
#> 40 -8.611379e-07 -2.578959e-02
#> 41 1.708820e-06 -2.235976e-01
#> 42 4.036584e-08 -1.558993e-01
#> 43 -3.767478e-07 -1.069850e-01
#> 44 -8.073167e-08 -6.256130e-02
#> 45 3.431096e-06 -2.206139e-01
#> 46 -1.076422e-07 -2.942815e-02
#> 47 6.781461e-06 -3.271491e-01
#> 48 3.417641e-06 -3.588406e-01
#> 49 0.000000e+00 0.000000e+00
#> 50 6.727639e-09 -5.538894e-02
#> 51 0.000000e+00 0.000000e+00
#> 52 0.000000e+00 -1.079960e-01
#> 53 0.000000e+00 0.000000e+00
#> 54 4.036584e-07 -1.791923e-01
#> 55 8.073167e-08 -7.182729e-02
#> 56 0.000000e+00 0.000000e+00
#> 57 0.000000e+00 -1.076969e-01
#> 58 3.431096e-06 -2.642104e-01
#> 59 3.013983e-06 -2.170277e-01
#> 60 1.708820e-06 -3.378055e-01
#> 61 3.767478e-07 -5.348901e-02
#> 62 1.883739e-07 -7.427280e-02
#> 63 1.614633e-07 -1.179886e-01
#> 64 0.000000e+00 0.000000e+00
#> 65 0.000000e+00 0.000000e+00
#> 66 0.000000e+00 0.000000e+00
#> 67 1.076422e-07 -7.147109e-02
#> 68 2.691056e-08 -4.309622e-02
#> 69 0.000000e+00 0.000000e+00
#> 70 8.476826e-07 -9.874366e-02
#> 71 0.000000e+00 0.000000e+00
#> 72 0.000000e+00 0.000000e+00
#> 73 -4.305689e-07 -2.506617e-01
#> 74 0.000000e+00 0.000000e+00
#> 75 0.000000e+00 0.000000e+00
#> 76 0.000000e+00 0.000000e+00
#> 77 0.000000e+00 0.000000e+00
#> 78 1.883739e-07 -1.530765e-01
#> 79 0.000000e+00 -8.589433e-03
#> 80 1.614633e-07 -1.245089e-01
#> 81 0.000000e+00 0.000000e+00
#> 82 0.000000e+00 0.000000e+00
#> 83 5.382112e-08 -1.631232e-01
#> 84 -3.767478e-07 -9.016255e-02
#> 85 3.437824e-06 -2.792126e-01
#> 86 0.000000e+00 0.000000e+00
#> 87 0.000000e+00 0.000000e+00
#> 88 0.000000e+00 0.000000e+00
#> 89 1.614633e-07 -7.549641e-02
#> 90 0.000000e+00 -1.236513e-01
#> 91 3.417641e-06 -2.986648e-01
#> 92 0.000000e+00 0.000000e+00
#> 93 1.614633e-06 -4.326396e-02
#> 94 -7.534956e-07 -8.230632e-02
#> 95 8.342273e-07 -1.956394e-01
#> 96 0.000000e+00 0.000000e+00
#> 97 3.417641e-06 -6.518530e-02
#> 98 3.229267e-07 -2.548818e-01
#> 99 4.036584e-08 -6.770853e-02
#> 100 0.000000e+00 0.000000e+00
#> 101 1.708820e-06 -2.972276e-01
#> 102 -7.534956e-07 -9.459673e-02
#> 103 -1.007140e-01 -2.119990e-01
#> 104 -8.073167e-07 -3.973810e-02
#> 105 0.000000e+00 0.000000e+00
#> 106 3.229267e-06 -1.209401e-01
#> 107 -7.534956e-07 -6.747280e-02
#> 108 6.835282e-06 -3.713337e-01
#> 109 6.835282e-06 -2.255673e-01
#> 110 3.229267e-07 -2.737808e-02
#> 111 0.000000e+00 0.000000e+00
#> 112 0.000000e+00 0.000000e+00
#> 113 0.000000e+00 0.000000e+00
#> 114 0.000000e+00 0.000000e+00
#> 115 9.418695e-08 -1.342443e-01
#> 116 4.171136e-07 -2.186801e-01
#> 117 0.000000e+00 0.000000e+00
#> 118 2.085568e-07 -1.202946e-01
#> 119 1.076422e-07 -5.882080e-02
#> 120 0.000000e+00 0.000000e+00
#> 121 -5.382112e-08 -3.410936e-02
#> 122 0.000000e+00 0.000000e+00
#> 123 0.000000e+00 0.000000e+00
#> 124 0.000000e+00 0.000000e+00
#> 125 0.000000e+00 0.000000e+00
#> 126 0.000000e+00 0.000000e+00
#> 127 0.000000e+00 0.000000e+00
#> 128 0.000000e+00 0.000000e+00
#> 129 2.152845e-07 -6.594792e-02
#> 130 8.342273e-07 -1.508240e-01
#> 131 1.708820e-06 -3.293813e-01
#> 132 0.000000e+00 0.000000e+00
#> 133 1.614633e-07 -1.673445e-01
#> 134 6.458534e-07 -2.628379e-01
#> 135 0.000000e+00 0.000000e+00
#> 136 1.076422e-07 -1.475990e-01
#> 137 0.000000e+00 0.000000e+00
#> 138 1.708820e-06 -2.597891e-01
#> 139 1.708820e-06 -1.056943e-01
#> 140 0.000000e+00 0.000000e+00
#> 141 1.291707e-06 -2.664757e-01
#> 142 0.000000e+00 -8.952008e-02
#> 143 0.000000e+00 -1.268310e-03
#> 144 8.476826e-07 -1.427458e-01
#> 145 1.009146e-07 -1.656055e-01
#> 146 6.882375e-06 -3.597160e-01
#> 147 1.614633e-07 -1.774714e-01
#> 148 0.000000e+00 0.000000e+00
#> 149 7.534956e-07 -2.057873e-01
#> 150 1.614633e-07 -6.044586e-06
#> 151 5.382112e-08 -3.146820e-02
#> 152 -1.614633e-06 -3.817617e-02
#> 153 0.000000e+00 0.000000e+00
#> 154 3.229267e-07 -5.709208e-02
#> 155 0.000000e+00 0.000000e+00
#> 156 2.152845e-07 -1.515864e-01
#> 157 0.000000e+00 0.000000e+00
#> 158 3.417641e-06 -3.259501e-01
#> 159 2.018292e-07 -1.432096e-01
#> 160 -3.570216e-02 -1.087483e-01
#> 161 0.000000e+00 -2.370396e-02
#> 162 0.000000e+00 0.000000e+00
#> 163 1.883739e-07 -1.443636e-01
#> 164 1.614633e-07 -7.905510e-02
#> 165 -1.076422e-07 -9.484275e-02
#> 166 0.000000e+00 0.000000e+00
#> 167 -2.152845e-07 -8.392672e-02
#> 168 0.000000e+00 0.000000e+00
#> 169 1.883739e-07 -1.342494e-01
#> 170 4.171136e-07 -1.993718e-01
#> 171 -1.076422e-07 -7.723739e-02
#> 172 0.000000e+00 0.000000e+00
#> 173 -3.229267e-07 -8.700248e-02
#> 174 1.076422e-07 -4.835568e-02
#> 175 1.883739e-07 -1.605433e-01
#> 176 7.534956e-07 -9.298050e-02
#> 177 7.534956e-07 6.681033e-06
#> 178 6.835282e-06 -3.117840e-01
#> 179 2.144435e-07 -2.701087e-01
#> 180 -3.229267e-07 -1.094887e-01
#> 181 3.390730e-06 -2.892830e-01
#> 182 3.417641e-06 -2.410797e-01
#> 183 1.614633e-07 -1.293673e-01
#> 184 -2.018292e-07 -9.948670e-02
#> 185 -8.342273e-07 -5.296382e-02
#> 186 8.544102e-07 -2.028221e-01
#> 187 0.000000e+00 -7.419452e-02
#> 188 3.390730e-06 -1.534113e-01
#> 189 0.000000e+00 0.000000e+00
#> 190 -1.454414e-02 -1.467372e-01
#> 191 0.000000e+00 0.000000e+00
#> 192 3.390730e-06 -2.843500e-01
#> 193 8.073167e-07 -2.719114e-01
#> 194 4.709348e-08 -7.774495e-02
#> 195 -3.767478e-07 -8.893870e-02
#> 196 0.000000e+00 0.000000e+00
#> 197 0.000000e+00 0.000000e+00
#> 198 -8.073167e-08 -4.819164e-02
#> 199 0.000000e+00 0.000000e+00
#> 200 8.544102e-07 -2.229484e-01
#> 201 0.000000e+00 0.000000e+00
#> 202 3.437824e-06 -2.251037e-01
#> 203 8.611379e-07 -2.095341e-01
#> 204 0.000000e+00 0.000000e+00
#> 205 -1.076422e-07 -8.711033e-02
#> 206 0.000000e+00 0.000000e+00
#> 207 0.000000e+00 0.000000e+00
#> 208 8.342273e-07 -2.642865e-01
#> 209 0.000000e+00 0.000000e+00
#> 210 8.476826e-07 -1.379008e-01
#> 211 1.668455e-06 -2.662807e-01
#> 212 0.000000e+00 0.000000e+00
#> 213 1.076422e-07 -1.048244e-01
#> 214 2.018292e-07 -1.705507e-01
#> 215 -6.104269e-02 -1.869501e-01
#> 216 0.000000e+00 0.000000e+00
#> 217 0.000000e+00 0.000000e+00
#> 218 0.000000e+00 0.000000e+00
#> 219 0.000000e+00 0.000000e+00
#> 220 0.000000e+00 0.000000e+00
#> 221 0.000000e+00 0.000000e+00
#> 222 0.000000e+00 0.000000e+00
#> 223 0.000000e+00 0.000000e+00
#> 224 8.342273e-07 -6.998794e-02
#> 225 0.000000e+00 -1.416296e-01
#> 226 2.691056e-08 -8.889289e-02
#> 227 5.382112e-08 -1.069253e-01
#> 228 0.000000e+00 0.000000e+00
#> 229 3.013983e-06 -8.110416e-02
#> 230 8.577740e-07 -2.113083e-01
#> 231 6.885739e-06 -3.770670e-01
#> 232 -1.076422e-07 -5.712268e-02
#> 233 -1.076422e-07 -1.062536e-01
#> 234 1.614633e-07 -1.590773e-01
#> 235 0.000000e+00 0.000000e+00
#> 236 -3.767478e-07 -7.096916e-02
#> 237 0.000000e+00 0.000000e+00
#> 238 0.000000e+00 0.000000e+00
#> 239 0.000000e+00 0.000000e+00
#> 240 0.000000e+00 0.000000e+00
#> 241 0.000000e+00 0.000000e+00
#> 242 0.000000e+00 0.000000e+00
#> 243 1.614633e-07 -1.417982e-01
#> 244 0.000000e+00 0.000000e+00
#> 245 0.000000e+00 0.000000e+00
#> 246 1.708820e-06 -1.740731e-01
#> 247 0.000000e+00 0.000000e+00
#> 248 0.000000e+00 -1.942218e-02
#> 249 6.781461e-06 -3.381093e-01
#> 250 3.767478e-07 -1.574270e-01
#> 251 1.695365e-06 -1.394219e-01
#> 252 -6.000529e-02 -1.723248e-01
#> 253 1.076422e-07 -7.669939e-02
#> 254 0.000000e+00 0.000000e+00
#> 255 0.000000e+00 0.000000e+00
#> 256 0.000000e+00 0.000000e+00
#> 257 8.073167e-07 -2.490263e-01
#> 258 -7.534956e-07 -7.058340e-02
#> 259 1.695365e-06 -1.820046e-01
#> 260 1.614633e-06 -1.746694e-01
#> 261 2.018292e-08 -1.307056e-01
#> 262 0.000000e+00 0.000000e+00
#> 263 4.238413e-07 -3.213276e-01
#> 264 1.668455e-06 -3.145568e-01
#> 265 6.882375e-06 -3.126655e-01
#> 266 0.000000e+00 0.000000e+00
#> 267 0.000000e+00 0.000000e+00
#> 268 1.715548e-06 -2.531205e-01
#> 269 1.722065e-06 -2.834067e-01
#> 270 4.036584e-07 -1.521649e-01
#> 271 1.668455e-06 -2.041167e-01
#> 272 0.000000e+00 0.000000e+00
#> 273 0.000000e+00 0.000000e+00
#> 274 0.000000e+00 0.000000e+00
#> 275 4.036584e-07 -6.282974e-02
#> 276 1.009146e-07 -2.010889e-01
#> 277 0.000000e+00 0.000000e+00
#> 278 1.708820e-06 -1.802785e-01
#> 279 0.000000e+00 0.000000e+00
#> 280 0.000000e+00 0.000000e+00
#> 281 0.000000e+00 0.000000e+00
#> 282 8.073167e-08 -1.555664e-01
#> 283 0.000000e+00 0.000000e+00
#> 284 0.000000e+00 -9.059806e-02
#> 285 -4.305689e-07 -1.454901e-01
#> 286 0.000000e+00 0.000000e+00
#> 287 -4.305689e-07 -4.921775e-02
#> 288 1.708820e-06 -2.845607e-01
#> 289 7.534956e-07 -2.860076e-01
#> 290 0.000000e+00 0.000000e+00
#> 291 0.000000e+00 0.000000e+00
#> 292 0.000000e+00 0.000000e+00
#> 293 0.000000e+00 -2.498031e-01
#> 294 0.000000e+00 0.000000e+00
#> 295 0.000000e+00 0.000000e+00
#> 296 0.000000e+00 0.000000e+00
#> 297 0.000000e+00 0.000000e+00
#> 298 -1.614633e-07 -1.082468e-01
#> 299 0.000000e+00 0.000000e+00
#> 300 1.076422e-07 -4.717496e-02
#> 301 0.000000e+00 0.000000e+00
#> 302 8.342273e-07 -1.992970e-01
#> 303 0.000000e+00 0.000000e+00
#> 304 4.171136e-07 -1.649261e-01
#> 305 0.000000e+00 0.000000e+00
#> 306 -1.614633e-07 -3.847819e-02
#> 307 5.382112e-08 -9.834403e-02
#> 308 0.000000e+00 0.000000e+00
#> 309 0.000000e+00 0.000000e+00
#> 310 1.614633e-06 -2.324692e-01
#> 311 0.000000e+00 0.000000e+00
#> 312 0.000000e+00 0.000000e+00
#> 313 0.000000e+00 0.000000e+00
#> 314 0.000000e+00 0.000000e+00
#> 315 0.000000e+00 -2.428211e-01
#> 316 0.000000e+00 0.000000e+00
#> 317 0.000000e+00 0.000000e+00
#> 318 8.073167e-07 -8.817399e-02
#> 319 2.152845e-07 2.107489e-06
#> 320 1.076422e-07 -1.779502e-01
#> 321 1.076422e-07 -1.042512e-01
#> 322 5.382112e-08 -1.397424e-01
#> 323 -8.664642e-02 -1.879892e-01
#> 324 -8.611379e-07 -1.557032e-01
#> 325 -1.614633e-07 -5.860215e-02
#> 326 0.000000e+00 0.000000e+00
#> 327 0.000000e+00 0.000000e+00
#> 328 8.476826e-07 -2.014774e-01
#> 329 1.708820e-06 -1.295452e-01
#> 330 0.000000e+00 0.000000e+00
#> 331 -8.073167e-07 -8.024849e-02
#> 332 0.000000e+00 -1.537729e-01
#> 333 1.506991e-06 -2.192505e-01
#> 334 6.458534e-07 -1.816513e-02
#> 335 4.171136e-07 -2.026335e-01
#> 336 7.534956e-07 -2.789209e-01
#> 337 3.437824e-06 -3.127956e-01
#> 338 0.000000e+00 -1.027414e-01
#> 339 0.000000e+00 0.000000e+00
#> 340 0.000000e+00 0.000000e+00
#> 341 1.076422e-07 -1.180346e-01
#> 342 8.611379e-07 -2.938149e-02
#> 343 3.390730e-06 -6.698579e-02
#> 344 1.076422e-07 -1.686262e-01
#> 345 0.000000e+00 0.000000e+00
#> 346 1.076422e-07 -1.822686e-01
#> 347 0.000000e+00 0.000000e+00
#> 348 3.229267e-07 -2.704713e-01
#> 349 7.534956e-07 -3.400096e-02
#> 350 4.036584e-07 -2.120173e-01
#> 351 0.000000e+00 -5.625775e-02
#> 352 6.027965e-06 -2.437333e-01
#> 353 0.000000e+00 -3.131715e-01
#> 354 8.073167e-07 -1.605471e-01
#> 355 6.781461e-06 -3.550654e-01
#> 356 0.000000e+00 0.000000e+00
#> 357 -2.310336e-02 -1.259916e-01
#> 358 0.000000e+00 0.000000e+00
#> 359 0.000000e+00 0.000000e+00
#> 360 8.476826e-07 -2.133978e-01
#> 361 3.767478e-07 -1.068173e-01
#> 362 0.000000e+00 0.000000e+00
#> 363 8.476826e-07 -1.484804e-01
#> 364 3.336909e-06 -1.688799e-01
#> 365 1.883739e-07 -1.580840e-01
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#> 768 -4.907569e-02 -1.910994e-01
#> 769 0.000000e+00 -1.181871e-01
#> 770 0.000000e+00 0.000000e+00
#> 771 0.000000e+00 0.000000e+00
#> 772 1.883739e-07 -7.329557e-02
#> 773 0.000000e+00 0.000000e+00
#> 774 0.000000e+00 0.000000e+00
#> 775 8.544102e-07 -2.502183e-01
#> 776 1.614633e-07 -1.063940e-01
#> 777 0.000000e+00 0.000000e+00
#> 778 0.000000e+00 0.000000e+00
#> 779 -1.076422e-07 -9.413404e-02
#> 780 -1.506991e-06 -3.187082e-02
#> 781 -1.076422e-07 -8.886014e-02
#> 782 8.476826e-07 -1.569509e-01
#> 783 7.534956e-07 -1.424440e-01
#> 784 0.000000e+00 0.000000e+00
#> 785 0.000000e+00 0.000000e+00
#> 786 4.036584e-07 -1.847612e-01
#> 787 0.000000e+00 0.000000e+00
#> 788 0.000000e+00 0.000000e+00
#> 789 0.000000e+00 0.000000e+00
#> 790 0.000000e+00 0.000000e+00
#> 791 0.000000e+00 0.000000e+00
#> 792 0.000000e+00 0.000000e+00
#> 793 0.000000e+00 0.000000e+00
#> 794 0.000000e+00 0.000000e+00
#> 795 6.835282e-06 -2.383350e-01
#> 796 0.000000e+00 0.000000e+00
#> 797 -6.458534e-07 -1.547077e-01
#> 798 1.668455e-06 -3.523286e-01
#> 799 4.036584e-07 -1.663501e-01
#> 800 0.000000e+00 0.000000e+00
#> 801 0.000000e+00 0.000000e+00
#> 802 -4.305689e-07 -1.309645e-02
#> 803 0.000000e+00 0.000000e+00
#> 804 0.000000e+00 0.000000e+00
#> 805 -3.547962e-02 -1.567163e-01
#> 806 8.611379e-07 -3.612382e-02
#> 807 0.000000e+00 0.000000e+00
#> 808 0.000000e+00 0.000000e+00
#> 809 2.152845e-07 -1.626728e-01
#> 810 -8.611379e-07 -2.444411e-01
#> 811 4.036584e-07 -1.551291e-01
#> 812 0.000000e+00 0.000000e+00
#> 813 8.073167e-07 -1.875298e-01
#> 814 8.342273e-07 -2.730614e-01
#> 815 0.000000e+00 0.000000e+00
#> 816 2.018292e-07 -7.682806e-02
#> 817 1.614633e-07 -8.490148e-02
#> 818 0.000000e+00 0.000000e+00
#> 819 8.594559e-07 -2.244786e-01
#> 820 0.000000e+00 0.000000e+00
#> 821 4.171136e-07 -1.902907e-01
#> 822 1.883739e-07 -1.592325e-01
#> 823 -1.076422e-07 -9.451594e-02
#> 824 0.000000e+00 0.000000e+00
#> 825 4.171136e-07 -1.879969e-01
#> 826 8.073167e-08 -5.587316e-06
#> 827 4.272051e-07 -2.902551e-01
#> 828 2.085568e-07 -1.731960e-01
#> 829 1.009146e-07 -1.662771e-01
#> 830 1.883739e-07 -1.097480e-01
#> 831 4.171136e-07 -1.029924e-01
#> 832 3.437824e-06 -2.159432e-01
#> 833 2.018292e-07 -1.976451e-01
#> 834 0.000000e+00 0.000000e+00
#> 835 0.000000e+00 -1.743694e-01
#> 836 0.000000e+00 0.000000e+00
#> 837 0.000000e+00 0.000000e+00
#> 838 0.000000e+00 0.000000e+00
#> 839 8.577740e-07 -2.671920e-01
#> 840 1.718912e-06 -2.559105e-01
#> 841 0.000000e+00 0.000000e+00
#> 842 -3.767478e-07 -7.791449e-02
#> 843 2.152845e-07 -2.398093e-01
#> 844 0.000000e+00 0.000000e+00
#> 845 -7.534956e-07 -6.800015e-02
#> 846 0.000000e+00 0.000000e+00
#> 847 1.614633e-07 -1.385011e-01
#> 848 0.000000e+00 0.000000e+00
#> 849 0.000000e+00 0.000000e+00
#> 850 0.000000e+00 0.000000e+00
#> 851 0.000000e+00 0.000000e+00
#> 852 1.506991e-06 -7.642113e-02
#> 853 -2.583414e-06 -2.457530e-01
#> 854 -4.305689e-07 -1.264479e-01
#> 855 4.238413e-07 -1.509883e-01
#> 856 2.018292e-07 -9.502113e-02
#> 857 0.000000e+00 0.000000e+00
#> 858 4.288870e-07 -9.069430e-02
#> 859 3.431096e-06 -2.076261e-01
#> 860 1.076422e-07 -1.498070e-01
#> 861 8.544102e-07 -3.044923e-01
#> 862 -8.611379e-07 -2.540935e-01
#> 863 2.152845e-07 4.883440e-06
#> 864 0.000000e+00 0.000000e+00
#> 865 -6.458534e-07 -4.841899e-02
#> 866 -3.229267e-07 -8.088573e-02
#> 867 0.000000e+00 0.000000e+00
#> 868 1.883739e-07 -1.403625e-01
#> 869 0.000000e+00 0.000000e+00
#> 870 0.000000e+00 0.000000e+00
#> 871 0.000000e+00 0.000000e+00
#> 872 0.000000e+00 0.000000e+00
#> 873 0.000000e+00 -9.739017e-02
#> 874 6.458534e-07 -1.303890e-01
#> 875 6.885739e-06 -3.686028e-01
#> 876 3.437824e-06 -3.110762e-01
#> 877 0.000000e+00 0.000000e+00
#> 878 1.708820e-06 -1.701721e-01
#> 879 0.000000e+00 0.000000e+00
#> 880 -4.305689e-07 -7.196964e-02
#> 881 0.000000e+00 0.000000e+00
#> 882 3.390730e-06 -2.202425e-01
#> 883 3.229267e-07 -2.466125e-01
#> 884 0.000000e+00 0.000000e+00
#> 885 0.000000e+00 0.000000e+00
#> 886 -3.229267e-07 -9.553704e-02
#> 887 2.085568e-07 -1.029464e-01
#> 888 0.000000e+00 0.000000e+00
#> 889 4.036584e-07 -1.743974e-01
#> 890 -9.854217e-03 -2.066158e-01
#> 891 0.000000e+00 0.000000e+00
#> 892 3.336909e-06 -1.694084e-01
#> 893 6.887421e-06 -3.843371e-01
#> 894 1.076422e-07 -7.577540e-02
#> 895 4.171136e-07 -1.980138e-01
#> 896 0.000000e+00 -9.924985e-02
#> 897 0.000000e+00 0.000000e+00
#> 898 0.000000e+00 0.000000e+00
#> 899 4.171136e-07 -2.342078e-01
#> 900 0.000000e+00 0.000000e+00
#> 901 0.000000e+00 0.000000e+00
#> 902 0.000000e+00 0.000000e+00
#> 903 3.767478e-07 -9.231782e-02
#> 904 -2.152845e-07 -1.211883e-01
#> 905 6.458534e-07 -2.519737e-01
#> 906 0.000000e+00 0.000000e+00
#> 907 0.000000e+00 0.000000e+00
#> 908 1.614633e-07 -1.623612e-01
#> 909 0.000000e+00 0.000000e+00
#> 910 0.000000e+00 0.000000e+00
#> 911 0.000000e+00 0.000000e+00
#> 912 0.000000e+00 0.000000e+00
#> 913 -8.611379e-07 -5.954563e-02
#> 914 8.476826e-07 -1.132855e-01
#> 915 1.614633e-07 -1.164197e-01
#> 916 3.437824e-06 -2.986999e-01
#> 917 3.229267e-07 -1.433568e-01
#> 918 0.000000e+00 0.000000e+00
#> 919 0.000000e+00 0.000000e+00
#> 920 4.036584e-07 -1.979789e-01
#> 921 6.875648e-06 -2.729824e-01
#> 922 0.000000e+00 0.000000e+00
#> 923 -8.611379e-07 -2.020671e-02
#> 924 3.767478e-07 -1.995857e-01
#> 925 0.000000e+00 0.000000e+00
#> 926 2.085568e-07 -1.252075e-01
#> 927 0.000000e+00 0.000000e+00
#> 928 0.000000e+00 0.000000e+00
#> 929 2.018292e-08 -3.176306e-06
#> 930 1.883739e-07 -1.155236e-01
#> 931 3.431096e-06 -1.008998e-01
#> 932 7.534956e-07 -5.134482e-02
#> 933 1.883739e-07 -1.023343e-01
#> 934 1.614633e-07 -1.624148e-01
#> 935 3.417641e-06 -2.417591e-01
#> 936 3.336909e-06 -1.487765e-01
#> 937 -7.534956e-07 -6.633171e-02
#> 938 -1.614633e-07 -6.916405e-02
#> 939 1.668455e-06 -3.330689e-01
#> 940 0.000000e+00 0.000000e+00
#> 941 0.000000e+00 0.000000e+00
#> 942 -2.134642e-02 -7.660848e-02
#> 943 -3.229267e-07 -4.953785e-02
#> 944 -6.458534e-07 -2.199982e-01
#> 945 0.000000e+00 0.000000e+00
#> 946 6.673818e-06 -3.381666e-01
#> 947 0.000000e+00 0.000000e+00
#> 948 0.000000e+00 0.000000e+00
#> 949 8.342273e-07 -2.187273e-01
#> 950 1.076422e-07 -9.470018e-02
#> 951 0.000000e+00 -2.036091e-01
#> 952 0.000000e+00 -2.340558e-01
#> 953 4.288870e-07 -2.750104e-01
#> 954 0.000000e+00 0.000000e+00
#> 955 3.390730e-06 -1.968854e-01
#> 956 0.000000e+00 0.000000e+00
#> 957 0.000000e+00 0.000000e+00
#> 958 1.614633e-07 -1.242576e-01
#> 959 3.229267e-07 -2.245363e-01
#> 960 0.000000e+00 0.000000e+00
#> 961 1.076422e-07 -2.402526e-01
#> 962 0.000000e+00 0.000000e+00
#> 963 0.000000e+00 0.000000e+00
#> 964 -2.152845e-07 -1.235189e-01
#> 965 -2.213591e-02 -5.319602e-02
#> 966 1.883739e-07 -1.415896e-01
#> 967 0.000000e+00 0.000000e+00
#> 968 0.000000e+00 0.000000e+00
#> 969 0.000000e+00 0.000000e+00
#> 970 -1.076422e-07 -7.659266e-02
#> 971 4.036584e-07 -2.019770e-01
#> 972 3.767478e-07 -1.560075e-01
#> 973 -7.534956e-07 -7.096067e-02
#> 974 1.614633e-06 -1.948164e-01
#> 975 7.534956e-07 -6.417110e-02
#> 976 0.000000e+00 0.000000e+00
#> 977 3.437824e-06 -3.707003e-01
#> 978 0.000000e+00 0.000000e+00
#> 979 -1.076422e-07 -1.268234e-02
#> 980 -1.076422e-07 -3.591439e-02
#> 981 4.036584e-08 -5.690407e-02
#> 982 -2.152845e-07 -1.386036e-01
#> 983 0.000000e+00 -9.568014e-02
#> 984 1.614633e-07 -1.078228e-01
#> 985 4.036584e-07 -1.524197e-01
#> 986 5.382112e-08 -1.252353e-01
#> 987 3.417641e-06 -3.090506e-01
#> 988 0.000000e+00 0.000000e+00
#> 989 1.668455e-06 -3.188845e-01
#> 990 4.036584e-07 -1.102110e-01
#> 991 -7.249649e-02 -3.025592e-01
#> 992 0.000000e+00 -8.320666e-02
#> 993 0.000000e+00 0.000000e+00
#> 994 3.390730e-06 -3.347436e-01
#> 995 1.708820e-06 -2.501160e-01
#> 996 1.076422e-07 -2.191691e-01
#> 997 0.000000e+00 0.000000e+00
#> 998 3.767478e-07 -2.796770e-01
#> 999 0.000000e+00 0.000000e+00
#> 1000 0.000000e+00 0.000000e+00
#>
#> $mc_CIs_and_quantiles
#> node expected_value 0.025_CI
#> 1 Guidance.Docs.for.Salt.Management 1.000000e+00 1.000000e+00
#> 2 Public.Education.Programs 7.222542e-03 4.849458e-03
#> 3 Salts.Added.during.Water.Treatment 4.545325e-07 3.651625e-07
#> 4 Salts.Added.by.Winter.Maintenance.Activities -1.140610e-01 -1.208059e-01
#> 5 Ecosystem.Health 5.806788e-02 5.399063e-02
#> 6 Public.Awareness.of.Reservoir.Salinization -8.118733e-04 -1.255480e-03
#> 7 Salinization.of.the.Reservoir -9.939710e-02 -1.054552e-01
#> 0.975_CI min 0.25_quantile median 0.75_quantile
#> 1 1.000000e+00 1.000000e+00 1.0000000 1.00000000 1.000000e+00
#> 2 1.000520e-02 -3.013983e-06 0.0000000 0.00000000 4.246822e-07
#> 3 5.483506e-07 -1.042382e-05 0.0000000 0.00000000 4.171136e-07
#> 4 -1.067240e-01 -3.633416e-01 -0.2329354 -0.08370376 0.000000e+00
#> 5 6.297407e-02 -2.175523e-06 0.0000000 0.03438556 9.471291e-02
#> 6 -3.946715e-04 -1.007140e-01 0.0000000 0.00000000 4.070222e-07
#> 7 -9.343433e-02 -3.843371e-01 -0.1726662 -0.07693892 0.000000e+00
#> max
#> 1 1.000000e+00
#> 2 3.174085e-01
#> 3 6.887421e-06
#> 4 1.708820e-06
#> 5 3.746917e-01
#> 6 6.887421e-06
#> 7 6.681033e-06
#>