{"id":"W752722244","doi":"10.1016/j.jes.2015.05.009","title":"Ploidy-, gender-, and dose-dependent alteration of selected biomarkers in Clarias gariepinus treated with benzo[a]pyrene","year":2015,"lang":"en","type":"article","venue":"Journal of Environmental Sciences","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Canadian Water Network","funders":"Universities Federation for Animal Welfare","keywords":"Clarias gariepinus; Pyrene; Catfish; Benzo(a)pyrene; Glutathione; Biotransformation; Chemistry; Fish <Actinopterygii>; Pollutant; Biology; Andrology; Toxicology; Biochemistry; Ecology; Fishery; Enzyme; Medicine","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":[0.00008648035,0.0002934895,0.0002463954,0.000433374,0.0002579899,0.0002150669,0.0002299777,0.0003955899,0.002198684],"category_scores_gemma":[0.0002025473,0.0002689914,0.0002256587,0.0001599142,0.0003098264,0.0002802078,0.0002973911,0.0005274035,0.0002755178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214562,"about_ca_system_score_gemma":0.000180346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002233448,"about_ca_topic_score_gemma":0.004513877,"domain_scores_codex":[0.9999101,0.00000742636,0.000007256155,0.00004012914,0.00001384086,0.00002120485],"domain_scores_gemma":[0.9997397,0.00006369462,0.00007451629,0.00002344625,0.00004581014,0.00005283926],"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":[0.000342525,0.00002829348,0.002007781,0.00003839983,0.000009523244,0.00007478285,0.000103673,0.00004616003,0.9963924,0.00002266407,0.00002586663,0.0009078868],"study_design_scores_gemma":[0.00002870926,0.001905702,0.457459,0.00002254168,0.0001102506,0.0003283327,0.0006286915,0.0007331838,0.5362073,0.0001710762,0.00236019,0.00004506334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983327,0.0003101736,0.0002230452,0.00006079506,0.00001228747,0.000009639434,0.0004279513,0.00001840937,0.0006050866],"genre_scores_gemma":[0.9942389,0.0002229011,0.0003112724,0.00008637947,0.000004528788,0.00003729939,0.0004362729,0.00001263693,0.004649852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002233448,"threshold_uncertainty_score":0.007355392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476685716204498,"score_gpt":0.2495590710311875,"score_spread":0.2247922138691425,"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."}}