{"id":"W2808119773","doi":"10.1002/j.1551-8701.2009.tb02328.x","title":"Aeration Decreases THMs","year":2009,"lang":"en","type":"article","venue":"Opflow","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeration; Environmental science; Shore; Ventilation (architecture); Environmental engineering; Waste management; Engineering; Geography; Meteorology; Fishery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001389098,0.0003016062,0.000251583,0.0002374749,0.0006154724,0.0006199757,0.0002752741,0.0003777958,0.004882319],"category_scores_gemma":[0.0007352554,0.0001405564,0.0003694852,0.00017093,0.0003515038,0.000334719,0.0005161266,0.0003367513,0.0008104024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412901,"about_ca_system_score_gemma":0.001148847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06117283,"about_ca_topic_score_gemma":0.08047281,"domain_scores_codex":[0.999465,0.0000427015,0.00002812122,0.00009857523,0.0002786291,0.0000869361],"domain_scores_gemma":[0.9994068,0.00008615218,0.0001579991,0.00005952258,0.0002358728,0.00005364115],"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":[0.0002767044,0.00003963598,0.01161602,0.0001878061,0.00003306844,0.0001665144,0.0004715451,0.0007003524,0.9648669,0.0001815556,0.0006832834,0.02077671],"study_design_scores_gemma":[0.00003036871,0.001444958,0.2501389,0.00005013729,0.0000937352,0.0005444961,0.001072711,0.001910553,0.6621736,0.000373249,0.08212532,0.00004203182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863445,0.001041594,0.00289698,0.0003796005,0.00005306455,0.00004650291,0.0002648859,0.0002645168,0.008708423],"genre_scores_gemma":[0.9876899,0.0006850428,0.001691607,0.0001139629,0.00001908474,0.00002129778,0.000267828,0.00006182207,0.009449513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06117283,"threshold_uncertainty_score":0.1216335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006537650795767421,"score_gpt":0.2081231014236881,"score_spread":0.2015854506279206,"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."}}