{"id":"W2073854006","doi":"10.1080/00028487.2011.558776","title":"Using a Genetic Mixture Model to Study Phenotypic Traits: Differential Fecundity among Yukon River Chinook Salmon","year":2011,"lang":"en","type":"article","venue":"Transactions of the American Fisheries Society","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; Dokuz Eylül Üniversitesi","keywords":"Fecundity; Chinook wind; Oncorhynchus; Biology; Population; Fishery; Ecology; Fish <Actinopterygii>; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002363358,0.0007628331,0.0007269789,0.0009981261,0.000616318,0.0008659963,0.001311855,0.0008451343,0.000910279],"category_scores_gemma":[0.00332751,0.0005858112,0.001364972,0.0008498443,0.0006432358,0.0007739242,0.0009397608,0.0007989176,0.000182679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009075665,"about_ca_system_score_gemma":0.0008914078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03569825,"about_ca_topic_score_gemma":0.02747672,"domain_scores_codex":[0.9994667,0.0002297615,0.00002684341,0.0001785814,0.00004431098,0.00005378519],"domain_scores_gemma":[0.9985896,0.0009692857,0.0001501434,0.00008575676,0.0001465597,0.00005867907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005193838,0.0002700034,0.200046,0.00006460141,0.001270658,0.0003599779,0.0004320853,0.753039,0.006091823,0.008164452,0.0007451517,0.02899683],"study_design_scores_gemma":[0.00001445074,0.00003748647,0.01377302,0.000004617671,0.00007094562,0.00002477929,0.00002926457,0.9845356,0.00009934588,0.001266165,0.0001277706,0.00001649745],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8487626,0.0002510233,0.1496158,0.000239308,0.00003435025,0.00007657516,0.0004410969,0.0001433237,0.0004359372],"genre_scores_gemma":[0.9829769,0.0001013696,0.01498883,0.00003233319,0.00002123822,0.0001322205,0.0005420517,0.00002271371,0.001182395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03569825,"threshold_uncertainty_score":0.07098091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544535997323133,"score_gpt":0.2259766924964938,"score_spread":0.2005313325232624,"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."}}