{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005436064,0.00009149967,0.00013579,0.0004709519,0.0002679719,0.0004750437,0.0001326882,0.0004333197,0.004327535],"category_scores_gemma":[0.005119892,0.00009315002,0.0001843944,0.0006673618,0.000326287,0.0002640095,0.0002151448,0.000355763,0.0002401851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005311858,"about_ca_system_score_gemma":0.0002442838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006015659,"about_ca_topic_score_gemma":0.01166822,"domain_scores_codex":[0.9997386,0.0001414501,0.00001181607,0.00002920742,0.00002589875,0.00005307192],"domain_scores_gemma":[0.9938878,0.003412669,0.001473123,0.0003238128,0.000436186,0.0004664766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000209945,0.0002913738,0.9846599,0.00002607422,0.00008330456,0.0001024978,0.0005095811,0.001926041,0.0010525,0.001639757,0.0003255421,0.009173606],"study_design_scores_gemma":[0.000003782068,0.00008350248,0.9940624,0.000006433649,0.00002338382,0.0000709015,0.001103821,0.002771331,0.000350901,0.001042803,0.0004756215,0.000005115215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951533,0.00005271687,0.0004405661,0.0001369101,0.000003167416,0.00001008326,0.0001176987,0.000003859603,0.00408169],"genre_scores_gemma":[0.9991978,0.00002697899,0.0001394962,0.00002022773,0.000002495443,0.000004195188,0.00006397548,9.946255e-7,0.0005438375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006015659,"threshold_uncertainty_score":0.01447707,"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."}}