{"id":"W2131024693","doi":"10.2174/1874331501105010063","title":"Crossbreeding Results in Canadian Dairy Cattle for Production, Reproduction and Conformation","year":2011,"lang":"en","type":"article","venue":"The Open Agriculture Journal","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Agriculture and Agri-Food Canada","keywords":"Purebred; Crossbreed; Ice calving; Milking; Animal science; Biology; Breed; Sire; Herd; Reproduction; Brown Swiss; Heterosis; Veterinary medicine; Lactation; Agronomy; Pregnancy; Genetics; Medicine","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":[0.000700776,0.0000694953,0.00006087644,0.00002084712,0.0002795492,0.00005389642,0.0002007527,0.0000646462,0.000005454595],"category_scores_gemma":[0.0001555848,0.00004047098,0.00001747114,0.00005690779,0.00005019607,0.00001791504,0.00004012404,0.0001060645,0.000001147905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002050778,"about_ca_system_score_gemma":0.0000918599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005319387,"about_ca_topic_score_gemma":0.03232354,"domain_scores_codex":[0.999428,0.0000300737,0.0001808909,0.0001571306,0.00004526318,0.0001586059],"domain_scores_gemma":[0.9995775,0.000003291883,0.00009634113,0.0001313555,0.0001140925,0.00007743801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002728646,0.0002683293,0.01576523,0.00007905882,0.000277314,0.000001956474,0.04912835,0.002749193,0.1255812,0.01146606,0.7503411,0.04161361],"study_design_scores_gemma":[0.001386776,0.000483859,0.7447016,0.0000453043,0.0000356045,0.0009214404,0.004214209,0.000004604538,0.03762235,0.004134089,0.2061774,0.0002727399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824719,0.0006502677,0.0004361946,0.003146629,0.0009284483,0.000909278,0.00002183045,0.000003649883,0.01143176],"genre_scores_gemma":[0.9921961,0.00006869731,0.004880212,0.00009758687,0.0006990632,0.00001970486,0.00003526048,0.000005157925,0.001998234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7289364,"threshold_uncertainty_score":0.985334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766240606208149,"score_gpt":0.2537130087746731,"score_spread":0.2260506027125916,"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."}}