{"id":"W2069071238","doi":"10.1016/j.scitotenv.2007.07.031","title":"Modeling of trihalomethane (THM) formation via chlorination of the water from Dongjiang River (source water for Hong Kong's drinking water)","year":2007,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Hong Kong Baptist University","keywords":"Trihalomethane; Bromide; Bromine; Environmental chemistry; Chemistry; Water quality; Tap water; Halogen; Dissolved organic carbon; Water treatment; Maximum Contaminant Level; Environmental science; Environmental engineering; Inorganic chemistry; Ecology; Alkyl; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001324465,0.0001434163,0.0001437487,0.00004783971,0.0003745894,0.0000170637,0.000520015,0.00004428594,0.0001504545],"category_scores_gemma":[0.000008505591,0.00004972651,0.00015147,0.0001099258,0.0008185549,0.0005062623,0.0005706277,0.00007034187,0.00002881252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408288,"about_ca_system_score_gemma":0.000002755329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006344533,"about_ca_topic_score_gemma":0.000009354201,"domain_scores_codex":[0.9982588,0.00004735219,0.0003715346,0.0002314953,0.000721483,0.0003693915],"domain_scores_gemma":[0.9993515,0.00002999752,0.0001228051,0.0004492354,0.000009507309,0.00003698016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004007845,0.00006290773,0.0003970415,0.000005603935,0.000008570168,5.361149e-8,0.005413961,0.2703516,0.7222068,0.000006238939,7.698355e-7,0.001506425],"study_design_scores_gemma":[0.0003837354,0.00005891043,0.01090219,0.00001834266,0.00005148991,0.000002533071,0.0001871029,0.04795409,0.9387326,0.001606074,0.00001700413,0.00008587507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861998,0.000005582376,0.01241849,0.0003413852,0.0001930108,0.0005535922,0.000003870237,0.000007366382,0.0002769121],"genre_scores_gemma":[0.999244,0.000003752311,0.0002994006,0.000008489449,0.00002785599,0.00001260603,0.000007081205,0.000009478733,0.0003873305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2223975,"threshold_uncertainty_score":0.3016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030071007815449,"score_gpt":0.1944242601183264,"score_spread":0.1841235500401719,"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."}}