{"id":"W2533712551","doi":"10.1016/j.cbpc.2016.10.005","title":"Review of the photo-induced toxicity of environmental contaminants","year":2016,"lang":"en","type":"review","venue":"Comparative Biochemistry and Physiology Part C Toxicology & Pharmacology","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Aquatic ecosystem; Xenobiotic; Toxicity; Sunlight; Ecosystem; Environmental science; Environmental chemistry; Aquatic toxicology; Ecology; Biology; Chemistry; Physics","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002613564,0.0005844932,0.002299707,0.00002327194,0.0001318847,0.000001773987,0.000711971,0.0004993241,0.007706218],"category_scores_gemma":[0.00003100306,0.0003524207,0.0004411894,0.0001551369,0.003621757,0.00005619325,0.001056519,0.0005227506,0.0001201461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579816,"about_ca_system_score_gemma":0.00006143858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001938179,"about_ca_topic_score_gemma":5.065122e-7,"domain_scores_codex":[0.9968323,0.0008341437,0.0009463351,0.0007328244,0.0001538695,0.0005005928],"domain_scores_gemma":[0.9977964,0.0005023933,0.00107671,0.0004121252,0.000006375404,0.000205964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004636695,0.0005636765,0.00007937065,0.01008864,0.0003131447,0.000003214399,0.00002277072,1.353822e-7,0.9527191,0.000004988015,0.005767692,0.0303909],"study_design_scores_gemma":[0.0004901991,0.0002117605,0.0004784456,0.007425165,0.0007470802,0.00006425628,0.000007292975,0.000001997657,0.4620609,0.00002306224,0.5281292,0.0003606052],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1049154,0.8921524,5.410929e-7,0.00008048192,0.00044533,0.0009118631,0.0004661878,0.000009218221,0.001018666],"genre_scores_gemma":[0.1171664,0.8813645,0.000007500565,0.00102152,0.0000811611,0.00005560793,0.00003250284,0.00001696813,0.0002538861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5223616,"threshold_uncertainty_score":0.9998928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0710497661302355,"score_gpt":0.3740199656263358,"score_spread":0.3029701994961003,"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."}}