{"id":"W2155290295","doi":"10.1080/15287390490492476","title":"GUIDELINES FOR ULTRAVIOLET DISINFECTION OF DRINKING WATER: CONSIDERATIONS FOR ONTARIO","year":2004,"lang":"en","type":"article","venue":"Journal of Toxicology and Environmental Health","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; University of Toronto","funders":"","keywords":"Christian ministry; Water disinfection; Environmental science; Ultraviolet; Waste management; Environmental engineering; Engineering; Political science; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01481077,0.001121275,0.0008662867,0.002735196,0.004136578,0.002913355,0.005923444,0.004656645,0.004916215],"category_scores_gemma":[0.014181,0.001038478,0.001205437,0.003672221,0.002718344,0.001748261,0.001551364,0.004620132,0.001805252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01602701,"about_ca_system_score_gemma":0.1201769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7123686,"about_ca_topic_score_gemma":0.9090012,"domain_scores_codex":[0.9884453,0.001836154,0.001643522,0.0002321461,0.007139823,0.0007030646],"domain_scores_gemma":[0.9611123,0.003756233,0.002856789,0.0009247792,0.02884622,0.002503834],"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":[0.0002038983,0.0006288492,0.01253503,0.003663755,0.00005894646,0.001618677,0.005446667,0.002506654,0.02177907,0.0203123,0.6781353,0.2531108],"study_design_scores_gemma":[0.00005572541,0.0001517394,0.02008966,0.00219358,0.00007967785,0.0004865394,0.001953306,0.0008356617,0.001927473,0.003966139,0.9681563,0.0001041799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03545892,0.1212074,0.05913773,0.4849469,0.01129473,0.004565616,0.006705001,0.00207583,0.2746078],"genre_scores_gemma":[0.1105689,0.1536179,0.4454244,0.07889079,0.00221638,0.003609355,0.00677156,0.0008343404,0.1980664],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2876314,"threshold_uncertainty_score":0.5786506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160635469910803,"score_gpt":0.2979880097134138,"score_spread":0.2563816550143058,"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."}}