{"id":"W2353865489","doi":"","title":"Municipal Tap Water in the Urban Drinking Water Monitoring Pilots in Sichuan","year":2012,"lang":"en","type":"article","venue":"Journal of Preventive Medicine Information","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tap water; Environmental science; Capital city; Quarter (Canadian coin); Environmental health; Environmental engineering; Geography; Medicine","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":[0.0008456849,0.0002515715,0.0002145276,0.0006501715,0.0006636588,0.0003406777,0.0002665185,0.0002283575,0.0003929175],"category_scores_gemma":[0.0009470942,0.0001485617,0.0001762063,0.0009492108,0.0004065095,0.0003301115,0.0005095869,0.0001661294,0.00004545549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007412646,"about_ca_system_score_gemma":0.001197398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04508822,"about_ca_topic_score_gemma":0.05966953,"domain_scores_codex":[0.999383,0.0001474453,0.00003875868,0.0001043303,0.0001905587,0.0001358498],"domain_scores_gemma":[0.9993688,0.00007052094,0.0001928686,0.00004557979,0.0002417042,0.0000804266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001204138,0.0001203644,0.9858182,0.00002847114,0.00001385971,0.0003342828,0.001825794,0.000157153,0.005109309,0.00004024117,0.00008888508,0.006343063],"study_design_scores_gemma":[0.000005831984,0.0003077516,0.9948078,0.000005043216,0.00001257053,0.0001251128,0.002315153,0.0004975362,0.001595515,0.00002858239,0.0002948305,0.000004387786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997588,0.00001235163,0.00007051946,0.000009219693,8.962504e-7,0.000009520998,0.00002617512,0.000002420435,0.0001101173],"genre_scores_gemma":[0.9996344,0.00001673307,0.0001237119,0.000006056855,0.000001564017,0.000009736281,0.00005883735,5.689017e-7,0.0001483212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04508822,"threshold_uncertainty_score":0.08965158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586032632192126,"score_gpt":0.2564205112459594,"score_spread":0.2405601849240382,"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."}}