{"id":"W4405337350","doi":"10.1016/j.jece.2024.115095","title":"Photodegradation of micropollutants by vacuum-UV (VUV) radiation in potable reuse waters: Promotive and inhibitory effects of free chlorine oxidant","year":2024,"lang":"en","type":"article","venue":"Journal of environmental chemical engineering","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Colorado School of Mines","keywords":"Chlorine; Photodegradation; Reuse; Chemistry; Environmental chemistry; Photochemistry; Environmental science; Waste management; Catalysis; Photocatalysis; Organic chemistry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001139021,0.0001448708,0.0002217644,0.00008121599,0.000008898725,0.000007656899,0.0001373461,0.00005580038,0.00004356049],"category_scores_gemma":[0.00004278713,0.0001252653,0.00004964676,0.0001052732,0.00007533874,0.000406297,0.0001418097,0.0001496545,0.000002708092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004996993,"about_ca_system_score_gemma":0.000004080294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066097,"about_ca_topic_score_gemma":1.298763e-7,"domain_scores_codex":[0.9989842,0.00001370512,0.0004299766,0.0001620456,0.0002626876,0.0001474241],"domain_scores_gemma":[0.999582,0.00006342979,0.0001407322,0.0001374796,0.000001809016,0.00007454326],"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":[0.00003026851,0.0001202575,0.001910805,0.00009551598,0.00002938869,0.00002360355,0.0003903704,0.001031162,0.9951189,0.000001501603,0.00003677757,0.001211466],"study_design_scores_gemma":[0.0007797648,0.0001357406,0.006260045,0.0002047854,0.00002840172,0.00003626674,0.00002609443,0.001345803,0.9909323,0.00005823041,0.00008902676,0.0001035451],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981819,0.0008112913,0.0006778353,0.00004265658,0.00009048046,0.0001581391,0.00002356327,0.000007040266,0.000007138276],"genre_scores_gemma":[0.9963944,0.0002569726,0.003267475,0.000003882206,0.0000225806,0.00000514184,0.000006942805,0.00001933063,0.00002330826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00434924,"threshold_uncertainty_score":0.510817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001434039579494246,"score_gpt":0.1641237304478108,"score_spread":0.1626896908683166,"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."}}