{"id":"W2063699320","doi":"10.1017/s175173110999108x","title":"Genetic analysis of return over feed in Canadian Holsteins","year":2009,"lang":"en","type":"article","venue":"animal","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Guelph","funders":"Agriculture and Agri-Food Canada","keywords":"Heritability; Herd; Statistics; Animal science; Trait; Biology; Mathematics; Computer science; Genetics","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":[0.0009296715,0.0004362699,0.0004309979,0.002260985,0.001127164,0.0006256805,0.0006994998,0.0002970774,0.001542496],"category_scores_gemma":[0.001647371,0.0001923777,0.0005163803,0.002146755,0.0006075279,0.0001421366,0.0003376109,0.0003777254,0.0001214278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007259846,"about_ca_system_score_gemma":0.00517567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8782319,"about_ca_topic_score_gemma":0.9438237,"domain_scores_codex":[0.9991308,0.00008352173,0.00002506558,0.0002112208,0.0003863162,0.0001631729],"domain_scores_gemma":[0.9991798,0.0001685379,0.0001644993,0.00004732563,0.0002577883,0.0001820781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008351826,0.0000975432,0.9383771,0.00005492375,0.000615778,0.0009364673,0.001612459,0.002366512,0.0225898,0.0009155736,0.0006458639,0.03095275],"study_design_scores_gemma":[0.000005995097,0.00002509401,0.9980545,0.000006329687,0.00003459937,0.00007940247,0.0001289774,0.0009610935,0.000180394,0.00004750885,0.0004644512,0.00001170523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984,0.0001443094,0.000255059,0.00003010704,0.000003138513,0.000007419502,0.0004346807,0.00001149146,0.0007138604],"genre_scores_gemma":[0.9975942,0.0001133639,0.0006621786,0.00001721005,0.000002586923,0.000005617594,0.0005899595,0.00001505115,0.0009997793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1217681,"threshold_uncertainty_score":0.2449703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006718993840892032,"score_gpt":0.2343227632970692,"score_spread":0.2276037694561772,"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."}}