{"id":"W4313408679","doi":"10.3390/fishes7060393","title":"The Use of Fish Scale Hormone Concentrations in the Assessment of Long-Term Stress and Associated Adverse Effects on Reproductive Endocrinology","year":2022,"lang":"en","type":"article","venue":"Fishes","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Hormone; Testosterone (patch); Rainbow trout; Endocrinology; Internal medicine; Biology; Reproduction; Androgen; Physiology; Fish <Actinopterygii>; Ecology; Medicine; Fishery","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":[],"consensus_categories":[],"category_scores_codex":[0.0002568469,0.00007535948,0.0001221855,0.00001951968,0.0001385674,0.00000667869,0.0001387161,0.00003615446,0.000005864337],"category_scores_gemma":[0.0006431332,0.00004866007,0.00003481179,0.0000783491,0.0002773718,0.000005337126,0.00009064728,0.0001157758,8.235315e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000171645,"about_ca_system_score_gemma":0.00003999698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002578484,"about_ca_topic_score_gemma":0.0001100211,"domain_scores_codex":[0.9989139,0.0004625973,0.0001612288,0.0002295088,0.00009885041,0.0001338518],"domain_scores_gemma":[0.9991963,0.0002493002,0.0001461307,0.0003461424,0.00005026107,0.00001187843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002051346,0.0003692472,0.8499204,0.00001304819,0.0001663788,0.000005825296,0.0004924209,0.0001351064,0.1424794,0.0002461538,0.00449449,0.001472357],"study_design_scores_gemma":[0.0003370417,0.0008591222,0.9164034,0.000006047163,0.00001567724,0.000004990933,0.0003542516,0.000006679504,0.08089335,0.00002321571,0.001048652,0.00004762646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978036,0.0002265986,0.000007768745,0.001303528,0.00009449477,0.0003210709,0.00008481742,0.000002215466,0.0001559593],"genre_scores_gemma":[0.9991609,0.0003039895,0.00001955692,0.0001869211,0.00004013572,0.00005341269,0.00009164928,0.000004073038,0.00013937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06648294,"threshold_uncertainty_score":0.19843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209471996954241,"score_gpt":0.2774456204968617,"score_spread":0.2553509005273192,"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."}}