{"id":"W4404821048","doi":"10.3390/toxics12120865","title":"Annual and Seasonal Variability of Trichloromethane in Drinking Water of Kunshan City 2016–2022 and Associated Health Risks","year":2024,"lang":"en","type":"article","venue":"Toxics","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tap water; Environmental science; Toxicology; Turbidity; Pollution; Quarter (Canadian coin); Animal science; Environmental chemistry; Environmental health; Medicine; Chemistry; Environmental engineering; Geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008144574,0.00006652819,0.000139011,0.00003861839,0.00002647087,0.000007138056,0.00002805418,0.000046857,0.0002149272],"category_scores_gemma":[0.0000267148,0.00004886834,0.00001908074,0.0001502547,0.00007277008,0.0001247898,0.00008258619,0.00007021044,0.000002758851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113207,"about_ca_system_score_gemma":0.000009938205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700616,"about_ca_topic_score_gemma":0.0004126193,"domain_scores_codex":[0.9993083,0.00009518854,0.000159568,0.0001705381,0.0001326666,0.000133666],"domain_scores_gemma":[0.999792,0.00006467394,0.00003344049,0.00006148313,0.000003772591,0.00004465782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001922801,0.0001375374,0.9867337,0.00003464543,0.00001320212,0.000001824199,0.002090832,0.00002231171,0.003633893,0.00001315566,0.00006032757,0.007239315],"study_design_scores_gemma":[0.0003143894,0.0001527096,0.9894372,0.00002643145,0.00001196575,0.000001857667,0.00004698683,0.000692601,0.007274972,0.001928193,0.00005474759,0.00005796916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992315,0.0001085496,0.00004907902,0.0001192424,0.00004842121,0.0001060011,0.00005689364,0.00001399486,0.0002663856],"genre_scores_gemma":[0.9997119,0.00004875856,0.00008202212,0.00001082896,0.000006474005,0.000002515401,0.0000155142,0.000003914884,0.0001181209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007181345,"threshold_uncertainty_score":0.2570835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815173618313955,"score_gpt":0.2710949527212544,"score_spread":0.2529432165381149,"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."}}