{"id":"W2893472925","doi":"10.1093/tas/txy022","title":"Relationships between beef heifer feed efficiency traits and Igenity panel scores in western Canada1","year":2018,"lang":"en","type":"article","venue":"Translational Animal Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Beef cattle; Animal science; Biology; Biotechnology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006788711,0.000438428,0.0004330323,0.001534122,0.003053656,0.001307618,0.001442009,0.0005866552,0.003696244],"category_scores_gemma":[0.001813426,0.0004855549,0.0004563601,0.003512623,0.001126337,0.0003504997,0.0007630366,0.0007474323,0.0004689276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01882924,"about_ca_system_score_gemma":0.01729924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960573,"about_ca_topic_score_gemma":0.9981548,"domain_scores_codex":[0.9992074,0.0000930143,0.00004324334,0.0001393106,0.0002014007,0.0003155583],"domain_scores_gemma":[0.9971607,0.0002659252,0.0003647204,0.00007430017,0.001218171,0.0009162182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002694265,0.00004897034,0.9927174,0.00001772188,0.0001063191,0.0001903513,0.001048172,0.0001590724,0.0005972634,0.0001442748,0.0008357783,0.003865343],"study_design_scores_gemma":[0.000008655745,0.00001608657,0.9982109,0.00001182051,0.00002411828,0.00004352213,0.0008971893,0.0001672557,0.00005878602,0.00002248701,0.0005306432,0.000008535954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996338,0.0004273919,0.0001255245,0.0001921785,0.000009264169,0.00001306243,0.001230519,0.00001222863,0.001651869],"genre_scores_gemma":[0.9943497,0.0003149989,0.0002317022,0.0001073157,0.00000491841,0.00001371151,0.0009792196,0.00001432772,0.003984197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882924,"threshold_uncertainty_score":0.1366163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347213678447964,"score_gpt":0.268740923265511,"score_spread":0.2252687864810313,"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."}}