{"id":"W2045022735","doi":"10.1016/j.watres.2011.07.005","title":"Trihalomethane exposures in indoor swimming pools: A level III fugacity model","year":2011,"lang":"en","type":"article","venue":"Water Research","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université Laval; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Trihalomethane; Environmental science; Health risk; Ingestion; Fugacity; Chlorine; Environmental chemistry; Inhalation exposure; Environmental engineering; Environmental health; Inhalation; Water treatment; Chemistry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001100316,0.000118046,0.0001286216,0.000200102,0.0001405446,0.00004265215,0.0002160854,0.00008221774,0.001447433],"category_scores_gemma":[0.00001772194,0.00007958651,0.00004327031,0.0002661904,0.0001553388,0.0003900982,0.0003106035,0.000237401,0.00135554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144933,"about_ca_system_score_gemma":0.000009561547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01181837,"about_ca_topic_score_gemma":0.001507367,"domain_scores_codex":[0.9981684,0.0001678458,0.0001867475,0.0003481599,0.0004923129,0.0006365051],"domain_scores_gemma":[0.9996096,0.00001290971,0.00001330194,0.000240223,0.00001291666,0.0001109845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004597826,0.0008911387,0.7769414,0.00002058793,0.00001961095,0.0001127787,0.01907192,0.0002663056,0.1933173,0.00008965615,0.0004166942,0.008392903],"study_design_scores_gemma":[0.002313252,0.0003189687,0.228517,0.00002771903,0.000007473358,0.00001054889,0.0003977902,0.0028267,0.7516832,0.01329027,0.0003030828,0.0003039808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743112,0.00001101466,0.0002931403,0.00005167676,0.00003055159,0.0002966035,0.000003520022,0.00002860224,0.02497366],"genre_scores_gemma":[0.9937708,0.000007114004,0.0006596933,0.00001719367,0.00001911233,0.0000913589,0.00001301604,0.00001365367,0.005408095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5583659,"threshold_uncertainty_score":0.9994654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2711172995489087,"score_gpt":0.3449729866501857,"score_spread":0.07385568710127699,"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."}}