{"id":"W4411231312","doi":"10.1021/acs.est.5c01852","title":"Unveiling Phase-Dependent Genotoxicity of Organic Pollutants in Gaseous and Aqueous Forms","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"National Key Research and Development Program of China; Young Scientists Fund; Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Genotoxicity; Pollutant; Aqueous solution; Environmental chemistry; Chemistry; Phase (matter); Aqueous two-phase system; Water pollutants; Environmental science; Organic chemistry; Toxicity","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":[0.0001864564,0.0002973299,0.0001473997,0.0003075401,0.0001063785,0.0002112513,0.0001492482,0.0002082042,0.0005209513],"category_scores_gemma":[0.0002155588,0.0001006007,0.0002464177,0.0002258847,0.0002149582,0.000233848,0.00025585,0.0002392234,0.00009308413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321191,"about_ca_system_score_gemma":0.0001979606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007173478,"about_ca_topic_score_gemma":0.001231773,"domain_scores_codex":[0.999806,0.00005352902,0.00001353717,0.00003822024,0.00006591218,0.00002284316],"domain_scores_gemma":[0.9998529,0.00003539062,0.00004645957,0.00001157636,0.00004422996,0.000009363584],"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":[0.00005433574,0.00001174593,0.0007738828,0.00004035653,0.000007718362,0.00002138713,0.00002347817,0.000152726,0.9976943,0.00003950707,0.000009248478,0.001171218],"study_design_scores_gemma":[0.000006212145,0.0007016415,0.01224031,0.000009600734,0.00003489505,0.00009254106,0.0001485683,0.001063833,0.9842861,0.0001812372,0.001226566,0.000008510119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920906,0.001465161,0.005063839,0.00005147751,0.000012192,0.00003193855,0.0002787411,0.00002577834,0.0009803298],"genre_scores_gemma":[0.9931247,0.001325784,0.004037658,0.00004818548,0.00000786005,0.00003804464,0.0004131343,0.00001212207,0.000992696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007173478,"threshold_uncertainty_score":0.001742721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003333149169507674,"score_gpt":0.2440916782017788,"score_spread":0.2407585290322712,"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."}}