{"id":"W3033262215","doi":"10.1002/awwa.1519","title":"Developing Quebec's Water Efficiency Strategy","year":2020,"lang":"en","type":"article","venue":"American Water Works Association","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Water efficiency; Sustainability; Business; Water resources; Government (linguistics); Environmental economics; Index (typography); Water industry; Key (lock); Environmental science; Environmental resource management; Environmental planning; Water supply; Environmental engineering; Finance; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003582052,0.0001020683,0.0001676426,0.00003253289,0.000390722,0.0002156095,0.0001995922,0.00007440944,0.0001656419],"category_scores_gemma":[0.000152838,0.0000785554,0.00005918676,0.0003137867,0.0001140969,0.0002865804,0.000030897,0.0001506232,0.0003606972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009654729,"about_ca_system_score_gemma":0.0001934969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3103755,"about_ca_topic_score_gemma":0.1323072,"domain_scores_codex":[0.9984198,0.00016616,0.0001861902,0.0002223625,0.0003699531,0.0006354953],"domain_scores_gemma":[0.9995043,0.00005693794,0.0001180942,0.00007346548,0.00007367082,0.0001735728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000969842,0.0001070703,0.05572782,0.00003812212,0.0002805215,0.00005231961,0.4992804,0.001822869,0.003995065,0.03719833,0.168781,0.2326195],"study_design_scores_gemma":[0.0003609702,0.00007081983,0.01579827,0.00003027327,0.00002813061,2.504141e-7,0.006020902,0.0001737417,0.005308216,0.001019125,0.9705943,0.0005949327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7551841,0.00002931041,0.001536015,0.2359242,0.0001945818,0.000210746,0.00001588579,0.000138154,0.006767013],"genre_scores_gemma":[0.983384,0.00004618231,0.00007825853,0.01102347,0.0005368494,0.00000871151,0.00001541912,0.00001210222,0.00489504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8018134,"threshold_uncertainty_score":0.8835259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746351293896303,"score_gpt":0.2688294128398421,"score_spread":0.2513658999008791,"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."}}