{"id":"W2166669528","doi":"10.1016/j.scitotenv.2010.07.006","title":"Model development for predicting changes in DBP exposure concentrations during indoor handling of tap water","year":2010,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université du Québec en Outaouais","funders":"National Research Council Canada; Université Laval","keywords":"Haloacetic acids; Environmental science; Tap water; Exposure assessment; Trihalomethane; Indoor air; Health risk; Environmental chemistry; Human health; Water treatment; Environmental engineering; Environmental health; Chemistry","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":[0.0007032258,0.0008376433,0.000804629,0.0004374893,0.0004631562,0.0007126915,0.00111401,0.000980083,0.002185302],"category_scores_gemma":[0.001424055,0.0005052966,0.000853386,0.0003483229,0.0002160693,0.0004771118,0.0005327269,0.001005743,0.0003666757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000756181,"about_ca_system_score_gemma":0.00158371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04689004,"about_ca_topic_score_gemma":0.02466648,"domain_scores_codex":[0.9998517,0.00003427935,0.000009660106,0.00004170633,0.00003058036,0.00003201968],"domain_scores_gemma":[0.9993981,0.0003726407,0.00003809365,0.00001741629,0.0001502864,0.00002342854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002932631,0.0000268418,0.00111707,0.00001685752,0.00002014732,0.00002162057,0.00000647725,0.9936854,0.0003571167,0.0001930045,0.0002281289,0.004298087],"study_design_scores_gemma":[0.000002510729,0.000007550904,0.0001272469,6.465227e-7,0.000003533405,0.000001488426,0.000001822234,0.9996073,0.0001138518,0.00008355407,0.00004928167,0.000001293533],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4432758,0.000741245,0.5414438,0.0007062464,0.0002225186,0.0002421207,0.002565508,0.002296505,0.00850626],"genre_scores_gemma":[0.9637595,0.0002477527,0.02916501,0.00007221053,0.00003931343,0.0003042744,0.001103809,0.00008399663,0.005224171],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04689004,"threshold_uncertainty_score":0.09323418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126405043707679,"score_gpt":0.1962858170227565,"score_spread":0.1850217665856798,"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."}}