{"id":"W2076191328","doi":"10.1016/s0166-445x(02)00204-7","title":"Utility of the TBARS assay in detecting oxidative stress in white sucker (Catostomus commersoni) populations exposed to pulp mill effluent","year":2003,"lang":"en","type":"article","venue":"Aquatic Toxicology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":467,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"TBARS; Catostomus; Effluent; Pulp mill; Pulp (tooth); Chemistry; Oxidative stress; Thiobarbituric acid; Paper mill; Lipid peroxidation; Ascorbic acid; Food science; Biochemistry; Biology; Environmental science; Fishery; Environmental engineering; Fish <Actinopterygii>","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001158129,0.0002444758,0.0004250408,0.0001488514,0.0001869432,0.000007409225,0.0004226264,0.0003080947,0.002881319],"category_scores_gemma":[0.0007061597,0.0002153492,0.00008427666,0.0008450881,0.0005040602,0.0001212619,0.000294754,0.0004565192,0.0001492697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765601,"about_ca_system_score_gemma":0.00002903178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004007763,"about_ca_topic_score_gemma":0.06289046,"domain_scores_codex":[0.9963731,0.001549394,0.0006832252,0.0005359914,0.0002149664,0.0006433158],"domain_scores_gemma":[0.9985984,0.0005306827,0.0002284516,0.0005156409,0.000003674336,0.0001231415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003851712,0.0006006844,0.9565987,0.000006247789,0.000009863828,0.000008427148,0.001790269,0.008101497,0.0317646,0.0001535778,0.00009856198,0.0008290733],"study_design_scores_gemma":[0.000921151,0.0002544682,0.9025077,0.00002190177,0.00001652169,0.00001288924,0.001050181,0.002275291,0.09139303,0.001007459,0.0003045281,0.0002349276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916832,0.00002022681,0.0004294741,0.0006743002,0.0003114646,0.001017232,0.00001265237,0.00001235123,0.005839048],"genre_scores_gemma":[0.9967749,0.000002862003,0.001825969,0.0009724683,0.000006085074,0.0001279344,0.000003858043,0.00001831034,0.0002675921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06248968,"threshold_uncertainty_score":0.9980302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868909640397554,"score_gpt":0.263447475621004,"score_spread":0.2347583792170284,"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."}}