{"id":"W6778639","doi":"10.1023/a:1023332216713","title":"Histopathological assessment of gonadal tissue in wild fishes","year":2002,"lang":"en","type":"article","venue":"Fish Physiology and Biochemistry","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":261,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McMaster University","keywords":"Biology; Histology; Vitellogenin; Yolk; Fecundity; Zoology; Sertoli cell; Physiology; Sperm; Fish <Actinopterygii>; Spermatogenesis; Ecology; Endocrinology; Demography; Population; Genetics; Fishery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002337551,0.0001964048,0.0001149288,0.0007632704,0.00037064,0.0001286476,0.0001687547,0.0001901553,0.002283127],"category_scores_gemma":[0.0002203747,0.0002459747,0.0001886323,0.0002895322,0.0004391732,0.0002122789,0.0001999416,0.0002687064,0.0002770831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942935,"about_ca_system_score_gemma":0.0002590078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002531476,"about_ca_topic_score_gemma":0.005455535,"domain_scores_codex":[0.9999211,0.000007657448,0.0000114358,0.00002101975,0.00002284858,0.00001595718],"domain_scores_gemma":[0.9997367,0.00003011629,0.0000637917,0.00003319293,0.00008747493,0.00004872447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008126557,0.00009166018,0.08101499,0.0001536116,0.00005999898,0.001010786,0.0002246982,0.0001380922,0.9102724,0.0002993864,0.000255449,0.005666244],"study_design_scores_gemma":[0.00003621469,0.0008467837,0.7861256,0.00001510351,0.00008198215,0.002893459,0.0005609905,0.0004100144,0.2057364,0.0002058522,0.003071697,0.00001579663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937442,0.0004346841,0.001896973,0.00004588105,0.00002528284,0.00005514675,0.0007247162,0.00003818771,0.003034919],"genre_scores_gemma":[0.9843853,0.0006041193,0.003053234,0.00008277109,0.00001511009,0.00006644377,0.0008226454,0.00002372053,0.01094656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002531476,"threshold_uncertainty_score":0.007637799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409554027515691,"score_gpt":0.2613330063521181,"score_spread":0.2472374660769612,"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."}}