{"id":"W2120142067","doi":"","title":"Managing genetic recessives in Canadian Holsteins","year":2008,"lang":"en","type":"article","venue":"Bulletin - International Bull Evaluation Service/Interbull bulletin","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breed; Biology; Pedigree chart; Population; Animal science; Genetics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007771455,0.0004296171,0.0002905011,0.0003667468,0.0002277035,0.00007443569,0.0009796034,0.0002952819,0.01027734],"category_scores_gemma":[0.0003231046,0.0004813156,0.0001467071,0.0002134215,0.0001275395,0.000006360142,0.0002433463,0.0003004031,0.001968148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000251204,"about_ca_system_score_gemma":0.0004925749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02932471,"about_ca_topic_score_gemma":0.02643389,"domain_scores_codex":[0.9964775,0.000305844,0.0007642258,0.000946802,0.0007965842,0.0007089797],"domain_scores_gemma":[0.9980303,0.00004759452,0.000251238,0.0006073855,0.0007097273,0.0003537222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001934213,0.001557864,0.08822431,0.0002531845,0.00113224,0.0002497762,0.004451699,0.1601418,0.01175808,0.006428687,0.6913254,0.03254277],"study_design_scores_gemma":[0.002151522,0.0002388725,0.1260103,0.000135248,0.00004227546,0.0002484989,0.0003928601,0.00174937,0.001146648,0.0006125778,0.8666009,0.0006709173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8263715,0.002130631,0.003806633,0.0557594,0.00183064,0.001536245,0.000123884,0.00008237103,0.1083587],"genre_scores_gemma":[0.9688358,0.0003121875,0.01583239,0.007533411,0.0007151618,0.0002665412,0.0005761235,0.00008260865,0.005845831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1752755,"threshold_uncertainty_score":0.9997638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221524663851933,"score_gpt":0.269091456340511,"score_spread":0.2468762097019917,"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."}}