{"id":"W2290835353","doi":"10.14288/1.0071731","title":"Boil, boil, toil and trouble : the trouble with boil water advisories in British Columbia","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Water Resources and Governance","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Forensic engineering; Engineering","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":[0.001105857,0.0002943669,0.0004931681,0.00113362,0.01622586,0.003897141,0.002410942,0.001854867,0.005774174],"category_scores_gemma":[0.003727319,0.0007160697,0.0001814288,0.003539769,0.004859891,0.001175018,0.003224591,0.0035748,0.0003829297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06223873,"about_ca_system_score_gemma":0.0686894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906901,"about_ca_topic_score_gemma":0.9978971,"domain_scores_codex":[0.9976729,0.0004072389,0.00006855145,0.0001775236,0.0005041257,0.001169671],"domain_scores_gemma":[0.9951388,0.0009199907,0.00038957,0.00008981964,0.001450259,0.002011523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004749977,0.0007315799,0.4212527,0.00129068,0.0001028448,0.02484946,0.3522666,0.0006386067,0.004647188,0.005273367,0.06539349,0.1230785],"study_design_scores_gemma":[0.00001132322,0.00009944103,0.3780765,0.0005178706,0.00002158667,0.001024095,0.5817329,0.0003238799,0.0002665088,0.0003337224,0.0375043,0.00008789895],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706197,0.002553986,0.000134927,0.0096358,0.0001047618,0.000112225,0.0002976405,0.00001405955,0.01652696],"genre_scores_gemma":[0.9784467,0.002194713,0.0002445308,0.002634743,0.00001501656,0.00005340623,0.0001752861,0.00001646735,0.01621914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06223873,"threshold_uncertainty_score":0.4515757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113716506987521,"score_gpt":0.1676513896905698,"score_spread":0.1565142246206946,"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."}}