{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003624387,0.0001040955,0.00008500029,0.00005959625,0.0002949953,0.0000275319,0.0002141431,0.00007612435,0.00001701483],"category_scores_gemma":[0.00006396568,0.00009778825,0.00001899582,0.0002580211,0.0007733474,0.00001431441,0.00003130507,0.0001031307,0.000005121583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009000772,"about_ca_system_score_gemma":0.0002593014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002231584,"about_ca_topic_score_gemma":0.002226762,"domain_scores_codex":[0.9989097,0.00004298888,0.0001774701,0.0003635263,0.0002542041,0.0002521613],"domain_scores_gemma":[0.9996466,0.00003720478,0.00003205223,0.00007759812,0.00007635647,0.0001302055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008504825,0.00005451231,0.7406997,0.000009904825,0.000007837418,4.124206e-7,0.001255747,0.000173543,0.2494431,0.005726203,0.00002341304,0.00252056],"study_design_scores_gemma":[0.0002486673,0.0002432513,0.9930832,0.000007615506,0.000005805702,0.000004975048,0.00003455665,0.00005782441,0.004591201,0.001388855,0.0002038316,0.0001301647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958371,0.0001366573,0.002546971,0.0002960661,0.00003077745,0.0001343186,0.00003012155,0.00000678671,0.0009812246],"genre_scores_gemma":[0.9956473,0.00000222705,0.004022695,0.00005141424,0.0001710112,0.000004495801,0.00001097393,0.00000578446,0.00008414546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2523836,"threshold_uncertainty_score":0.3987689,"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."}}