{"id":"W4224125185","doi":"10.1002/tafs.10356","title":"Population Reproductive Structure of Rainbow Trout Determined by Histology and Advancing Methods to Assign Sex and Assess Spawning Capability","year":2022,"lang":"en","type":"article","venue":"Transactions of the American Fisheries Society","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"EcoMetrix; BC Hydro (Canada)","funders":"","keywords":"Biology; Rainbow trout; Population; Gonad; Gametogenesis; Sex ratio; Reproductive biology; Hatchery; Seasonal breeder; Zoology; Fishery; Fecundity; Ecology; Fish <Actinopterygii>; Demography; Anatomy; Cryopreservation","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":[0.001562235,0.0002009597,0.0001126609,0.001189937,0.0002633021,0.0003333099,0.0002357871,0.0001618736,0.00047804],"category_scores_gemma":[0.001365635,0.000183182,0.000197765,0.0002664934,0.0002578367,0.0003129465,0.0003142297,0.0001768114,0.0001538441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000546899,"about_ca_system_score_gemma":0.0003176505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008008922,"about_ca_topic_score_gemma":0.02158507,"domain_scores_codex":[0.9995974,0.00006584296,0.00005497394,0.0001112057,0.0001373296,0.00003339312],"domain_scores_gemma":[0.9985871,0.0001962794,0.0006302253,0.00008254902,0.0004385736,0.00006530171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008297768,0.00003428524,0.9245494,0.00001872602,0.00004098486,0.00002793704,0.0002516901,0.0004987462,0.06546126,0.00007501199,0.00008080544,0.008878149],"study_design_scores_gemma":[0.000002809829,0.0001025015,0.9938013,0.000005129276,0.00001398191,0.00003570077,0.0001203009,0.001478775,0.004298449,0.00003079545,0.0001050138,0.00000529651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950882,0.0001273695,0.003937714,0.000009640507,0.000003685969,0.00002558792,0.0002015833,0.00002408437,0.0005822118],"genre_scores_gemma":[0.9949077,0.0000496786,0.004233437,0.00001271842,0.000003977892,0.00004372655,0.0002793381,0.000008226779,0.0004611323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008008922,"threshold_uncertainty_score":0.01592463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023031451595275,"score_gpt":0.2622430819131729,"score_spread":0.2520127673972201,"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."}}