{"id":"W4308649327","doi":"10.1016/j.wre.2022.100211","title":"Exploring behavioral responses to a residential water tariff reform","year":2022,"lang":"en","type":"article","venue":"Water Resources and Economics","topic":"Water resources management and optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Agence Nationale de la Recherche","keywords":"Tariff; Consumption (sociology); Economics; Order (exchange); Demographic economics; International economics; Finance","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":[0.0001900299,0.0001564324,0.000152924,0.0002322899,0.0003073244,0.0001990164,0.000183018,0.00002378624,0.0002389787],"category_scores_gemma":[5.270073e-7,0.0001221624,0.00004499803,0.00003749433,0.00001649777,0.0002856062,0.0004628652,0.0001203057,0.00005422214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150327,"about_ca_system_score_gemma":9.6247e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002729047,"about_ca_topic_score_gemma":0.00006014353,"domain_scores_codex":[0.9990628,0.00002224255,0.0002357919,0.0002318275,0.00007046137,0.0003768528],"domain_scores_gemma":[0.9996899,0.000003326118,0.00001217064,0.0001961329,0.000005756667,0.00009271802],"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":[0.0006787606,0.00006358204,0.002913987,0.00009761748,0.0001286887,0.00005010173,0.08196715,0.9020373,0.004680818,0.0001119502,0.0008823367,0.006387768],"study_design_scores_gemma":[0.0007239272,0.0002745517,0.00119928,0.000009097657,0.00005158367,0.00002034712,0.003878396,0.01866323,0.02365949,0.0001470993,0.9506993,0.0006737464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99777,0.00002727079,0.00005761508,0.0003089673,0.0002909377,0.0001769427,0.00001280979,0.0001641828,0.001191302],"genre_scores_gemma":[0.99719,0.0000534497,0.0001966909,0.00008913018,0.0001334319,0.0001416688,0.00005763372,0.00005194594,0.002086066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9498169,"threshold_uncertainty_score":0.4981637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001123443454844,"score_gpt":0.1966424138286842,"score_spread":0.1566311793941358,"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."}}