{"id":"W2085765886","doi":"10.1016/j.wre.2013.12.003","title":"Household behavior related to water conservation","year":2013,"lang":"en","type":"article","venue":"Water Resources and Economics","topic":"Water resources management and optimization","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Endogeneity; Multivariate probit model; Water conservation; Water use; Ordered probit; Probit model; Probit; Economics; Multinomial probit; Willingness to pay; Sample (material); Econometrics; Business; Agricultural economics; Environmental science; Water resources; Microeconomics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006645606,0.0001353701,0.0001238392,0.0001044655,0.00007137159,0.0002365705,0.00009097551,0.00006615793,0.0002006768],"category_scores_gemma":[5.793395e-7,0.00009482475,0.00002663101,0.00002322455,0.00001774855,0.0002426185,0.00007697638,0.00005855024,0.0003919503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002357867,"about_ca_system_score_gemma":3.010381e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009863642,"about_ca_topic_score_gemma":0.00001190808,"domain_scores_codex":[0.9993094,0.000007217011,0.0002208862,0.0001647355,0.00002915296,0.000268563],"domain_scores_gemma":[0.999743,0.000003328041,0.00001023398,0.0001460668,0.000009438694,0.00008790067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003407815,0.00006869739,0.06231191,0.0001861383,0.0002150086,0.000009209039,0.03406734,0.863534,0.01609399,0.0002272196,0.009142631,0.01410974],"study_design_scores_gemma":[0.001389774,0.0001412871,0.02934247,0.00003348751,0.0001076952,0.00001656454,0.0006866477,0.2336528,0.04637649,0.001052274,0.6859089,0.001291617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969202,0.00001837,0.00008087017,0.0004985873,0.0001152052,0.0003391547,0.000002913488,0.0002069785,0.001817663],"genre_scores_gemma":[0.9973494,0.00004233149,0.0002656539,0.0002708698,0.00003797991,0.00007720478,0.00005751344,0.00004315782,0.001855898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6767663,"threshold_uncertainty_score":0.5037859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009103502046378517,"score_gpt":0.1574197672899962,"score_spread":0.1483162652436177,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}