{"id":"W2405469241","doi":"10.14288/1.0075036","title":"Pipes, pennies, and politics : an exploration of water conservation in the Greater Vancouver area","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Water conservation; Environmental science; Natural resource economics; Geography; Economics; Political science; Water resources; Ecology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001574033,0.0002746206,0.0004140508,0.003246712,0.01412253,0.007892234,0.001014944,0.001342007,0.004909979],"category_scores_gemma":[0.002786808,0.0004227786,0.0001688896,0.007647817,0.006124627,0.002965354,0.002981414,0.001755009,0.0002015796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02524242,"about_ca_system_score_gemma":0.02586454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6895738,"about_ca_topic_score_gemma":0.9152592,"domain_scores_codex":[0.9981334,0.0009102518,0.00004266937,0.0001202592,0.0004567615,0.0003366316],"domain_scores_gemma":[0.9974159,0.001659262,0.0001734331,0.00003812102,0.0003763181,0.0003369345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003471461,0.00007892541,0.01857562,0.00113353,0.00001967397,0.003481069,0.8613265,0.0003246706,0.0007993275,0.02039179,0.01008141,0.08375277],"study_design_scores_gemma":[0.000001900648,0.0000167092,0.01315396,0.0005805799,0.000006402515,0.0002457761,0.8933107,0.00008610618,0.00008100946,0.0008407444,0.09166548,0.0000105875],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8021404,0.01943889,0.001320745,0.01530045,0.0001819962,0.0001620638,0.0001909151,0.00002314411,0.1612414],"genre_scores_gemma":[0.9599092,0.01815894,0.001076463,0.00127123,0.0000483382,0.00006148376,0.00008895402,0.00002634825,0.0193591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3104262,"threshold_uncertainty_score":0.6245087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162328142231925,"score_gpt":0.1578475205983864,"score_spread":0.1462242391760672,"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."}}