{"id":"W3038576491","doi":"10.1016/j.chemosphere.2020.127531","title":"Effects of domestic handling of drinking water on halogenated acetaldehydes","year":2020,"lang":"en","type":"article","venue":"Chemosphere","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Saint-Sacrement; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tap water; Refrigeration; Filtration (mathematics); Boiling; Chemistry; Chlorine; Boiling point; Pulp and paper industry; Environmental science; Waste management; Environmental engineering; Mathematics; Organic 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":[0.0002703381,0.0005043247,0.0003551494,0.0002201791,0.0003843901,0.0004505425,0.000339862,0.0004117588,0.003481172],"category_scores_gemma":[0.0009133753,0.0002319853,0.0004179681,0.0003014173,0.00043712,0.0003077492,0.0002509259,0.0004248921,0.0002654747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006454678,"about_ca_system_score_gemma":0.0004225121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00451548,"about_ca_topic_score_gemma":0.005131165,"domain_scores_codex":[0.999726,0.00009712933,0.00001242167,0.00004979689,0.00003247214,0.0000822534],"domain_scores_gemma":[0.9989218,0.0003885717,0.0002044028,0.0001051329,0.0002174202,0.0001627098],"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":[0.02549025,0.0007881836,0.00876323,0.0001170395,0.00008144624,0.000258283,0.0004539074,0.0002575702,0.9539148,0.00009596512,0.0001982829,0.009581122],"study_design_scores_gemma":[0.00006346488,0.01136061,0.04490764,0.00001435053,0.0001102422,0.0001803782,0.0008754834,0.0008153787,0.9405256,0.00006723741,0.001053877,0.00002581012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993131,0.0001334903,0.0001087525,0.00002484949,0.00001667405,0.000004129774,0.00006065314,0.000007047232,0.0003312492],"genre_scores_gemma":[0.9976212,0.0001539743,0.0002832247,0.00004998965,0.0000147251,0.000008148346,0.0001557217,0.00001807398,0.001694838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00451548,"threshold_uncertainty_score":0.01164573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006640546460773971,"score_gpt":0.1942970441117756,"score_spread":0.1876564976510016,"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."}}