{"id":"W7134473128","doi":"","title":"Down the Drain","year":2007,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.001026674,0.0004115312,0.0004707607,0.0006994455,0.009316136,0.008589249,0.0007229191,0.002353165,0.03853359],"category_scores_gemma":[0.006104768,0.0002369486,0.0003103861,0.0008861379,0.01069768,0.005449034,0.003327507,0.005626953,0.008135564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049903,"about_ca_system_score_gemma":0.02155126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3771515,"about_ca_topic_score_gemma":0.467771,"domain_scores_codex":[0.998561,0.0001809895,0.00003024627,0.0002104692,0.0005884891,0.0004288619],"domain_scores_gemma":[0.9979072,0.0002149097,0.00008883918,0.0001432602,0.001125638,0.0005202685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001081546,0.00003984703,0.004083307,0.0001558618,0.00002741392,0.0004721806,0.01072223,0.0002597363,0.001534437,0.3420639,0.5543991,0.08613387],"study_design_scores_gemma":[0.000009254505,0.00001609666,0.001910836,0.0002061176,0.000009653063,0.00009514674,0.008431328,0.0001199901,0.000436353,0.04106343,0.9476805,0.00002127794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02897835,0.005799611,0.006129081,0.3372613,0.004971613,0.00006242585,0.0007604627,0.0004865047,0.6155506],"genre_scores_gemma":[0.4167439,0.006544,0.003146605,0.06779081,0.0007472288,0.00004041735,0.0004692021,0.0006438152,0.503874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3771515,"threshold_uncertainty_score":0.7499126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006195102197182021,"score_gpt":0.1897380595202486,"score_spread":0.1835429573230666,"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."}}