{"id":"W4385776750","doi":"10.1016/j.jece.2023.110759","title":"Transformation behavior of the ultraviolet absorbent 2-(2H-benzotriazol-2-yl)-4,6-di-tert-pentylphenol (UV328) in polyethylene plastic under chlorination","year":2023,"lang":"en","type":"article","venue":"Journal of environmental chemical engineering","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Sodium hypochlorite; Chemistry; Chlorine; Polyethylene; Dichloroacetic acid; Sodium dithionite; Low-density polyethylene; Trichloroacetic acid; Ultraviolet; Reaction mechanism; Bromine; Photochemistry; Nuclear chemistry; Organic chemistry; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001005934,0.0002629065,0.0001051051,0.000177756,0.0001289508,0.0001890534,0.0001353743,0.0002106419,0.001453189],"category_scores_gemma":[0.0001690064,0.0001358643,0.0001764388,0.0001756265,0.0001857149,0.0001824165,0.0001094294,0.0001815409,0.0003144904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408333,"about_ca_system_score_gemma":0.0001404828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312843,"about_ca_topic_score_gemma":0.001069782,"domain_scores_codex":[0.9998986,0.00001371234,0.00000487355,0.00002460336,0.00002504014,0.00003318691],"domain_scores_gemma":[0.9999001,0.0000257719,0.00002773121,0.000009295588,0.00002312462,0.0000139221],"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":[0.0002112452,0.00001316001,0.0004666867,0.00001829131,0.000003670802,0.00007308875,0.00005360834,0.0001347623,0.998184,0.00002991965,0.00001686972,0.0007947112],"study_design_scores_gemma":[0.000003359572,0.0001898055,0.003113419,0.000001489354,0.000004898948,0.00003789769,0.00004289582,0.0006251432,0.9957385,0.000007451745,0.0002315717,0.0000036059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990563,0.00006476069,0.0003359766,0.000008749466,0.000003622531,0.00000275456,0.00007177864,0.00001386036,0.0004422314],"genre_scores_gemma":[0.9985247,0.00006732467,0.0001830642,0.000004462057,0.000001283155,0.000003200514,0.00009985083,0.000007442498,0.001108677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001453189,"threshold_uncertainty_score":0.004861414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006279544080330648,"score_gpt":0.1881729069179699,"score_spread":0.1818933628376392,"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."}}