{"id":"W2345707843","doi":"10.1016/j.envres.2016.04.011","title":"Assessment of air and water contamination by disinfection by-products at 41 indoor swimming pools","year":2016,"lang":"en","type":"article","venue":"Environmental Research","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université de Montréal","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Haloacetic acids; Environmental chemistry; Contamination; Chloroform; Chemistry; Trihalomethane; Chloramine; Chromatography; Ecology; Organic chemistry; Chlorine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0006995628,0.0007093925,0.0004073612,0.000642267,0.0008825916,0.00114997,0.0003708556,0.000676505,0.00118139],"category_scores_gemma":[0.0003569077,0.000430401,0.0006875818,0.0004165213,0.0004329153,0.0004071324,0.0008926803,0.0002363198,0.0004292064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004215042,"about_ca_system_score_gemma":0.000947918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009709715,"about_ca_topic_score_gemma":0.01223269,"domain_scores_codex":[0.9991273,0.0002164618,0.0000506645,0.0001785337,0.0002303156,0.0001967532],"domain_scores_gemma":[0.9997347,0.00004238531,0.00004682548,0.00001325401,0.0001244921,0.00003828894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002913337,0.0005562793,0.4769021,0.0003264902,0.0001583024,0.0006324187,0.003666558,0.001563103,0.4812019,0.0001479029,0.0001295573,0.031802],"study_design_scores_gemma":[0.00002570626,0.005700222,0.767418,0.00005714322,0.0002844369,0.0002428417,0.003673713,0.002843248,0.2180276,0.0001082204,0.001578171,0.00004058434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999168,0.00005101178,0.0002664343,0.000002537591,8.826189e-7,0.00002128252,0.00003604263,0.000002405198,0.0004515987],"genre_scores_gemma":[0.9963857,0.0001762611,0.000705139,0.000006925909,0.000002445443,0.00003795786,0.0001429351,0.000003383211,0.00253923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009709715,"threshold_uncertainty_score":0.01930642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513346311101635,"score_gpt":0.284705048786423,"score_spread":0.2695715856754067,"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."}}