{"id":"W2736227529","doi":"10.1002/2016wr020250","title":"Functional forms and price elasticities in a discrete continuous choice model of the residential water demand","year":2017,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Water resources management and optimization","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Econometrics; Economics; Relevance (law); Price elasticity of demand; Consumption (sociology); Elasticity (physics); Quadratic equation; Microeconomics; Perspective (graphical); Discrete choice; Water utility; Demand curve; Mathematical economics; Mathematics; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007904341,0.0008483297,0.001347478,0.001154354,0.0004677632,0.002516582,0.001501241,0.002426535,0.009438046],"category_scores_gemma":[0.02008975,0.0006764624,0.001703125,0.001311192,0.002478262,0.002874374,0.001401645,0.003123034,0.0008233974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922536,"about_ca_system_score_gemma":0.001127585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009574549,"about_ca_topic_score_gemma":0.004377378,"domain_scores_codex":[0.9961751,0.002639246,0.0001201685,0.0004562446,0.0002706226,0.0003385791],"domain_scores_gemma":[0.9738842,0.02343771,0.001052048,0.0005885639,0.0007120557,0.0003254253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002347515,0.0003198728,0.01688614,0.0002400752,0.0002034432,0.0005287821,0.0003319084,0.6650343,0.0005183266,0.2976198,0.003099056,0.01498361],"study_design_scores_gemma":[0.0000318645,0.00006486004,0.002935793,0.0000353006,0.00003349626,0.0000548733,0.0001564407,0.923521,0.00009035532,0.07202537,0.001015798,0.00003480915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4242295,0.0009435031,0.552801,0.00742898,0.0001684534,0.0002171791,0.001267106,0.0002660685,0.01267823],"genre_scores_gemma":[0.9773397,0.0004204565,0.01386958,0.0002352709,0.00005482712,0.0001958707,0.0004259041,0.00003980698,0.00741858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009574549,"threshold_uncertainty_score":0.04180264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097979728512743,"score_gpt":0.2580094849967443,"score_spread":0.2270296877116168,"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."}}