{"id":"W1963661004","doi":"10.1139/f99-188","title":"Identification of gender and reproductive maturity in the absence of gonads: muscle tissue levels of sex steroids and vitellogenin in gag (<i>Mycteroperca microlepis</i>)","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Microsoft","keywords":"Biology; Vitellogenin; Grouper; Gonad; Population; Endocrinology; Testosterone (patch); Sexual maturity; Sex change; Vitellogenesis; Development of the gonads; Sexual differentiation; Internal medicine; Zoology; Fish <Actinopterygii>; Fishery; Oocyte; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000113106,0.0002335523,0.000165568,0.0007889264,0.0002045069,0.0002721253,0.000189363,0.0002721964,0.00173915],"category_scores_gemma":[0.0002805959,0.0002106401,0.0001220948,0.0002874355,0.0003189292,0.0003339553,0.0003080489,0.0003435997,0.0003580773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003327416,"about_ca_system_score_gemma":0.0001774297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005257178,"about_ca_topic_score_gemma":0.01715181,"domain_scores_codex":[0.9999255,0.000004374764,0.000006479006,0.00003383418,0.00001385301,0.00001607495],"domain_scores_gemma":[0.9996256,0.00002652153,0.0002074095,0.00001182625,0.00003902408,0.00008957721],"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":[0.0006629625,0.0000825098,0.3796878,0.00007493277,0.00002459197,0.0004922591,0.0004652961,0.00005214519,0.608964,0.00006981086,0.0001676395,0.009256158],"study_design_scores_gemma":[0.000004667007,0.0002093522,0.991335,0.000004028414,0.000007931331,0.0002469474,0.0001602655,0.00005278337,0.007645691,0.00001439813,0.0003144746,0.000004555649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984393,0.000110452,0.0001826697,0.00001298955,0.000003056453,0.00001453681,0.0003451789,0.0000146576,0.0008771956],"genre_scores_gemma":[0.9967421,0.00009852347,0.0008666333,0.00005970322,0.00000402536,0.0000324689,0.0004991091,0.00001071582,0.001686736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005257178,"threshold_uncertainty_score":0.01045316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129649723681005,"score_gpt":0.2492358868948275,"score_spread":0.2279393896580174,"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."}}