{"id":"W2962899134","doi":"","title":"Canadian Genetics Breeding cows that last : advertorial","year":2007,"lang":"en","type":"article","venue":"˜The œdairy mail/˜The œDairy mail","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biotechnology; Biology; Genealogy; Agricultural science; Operations management; Engineering; History","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"],"consensus_categories":[],"category_scores_codex":[0.001176425,0.000598577,0.0003579576,0.000118779,0.0008816142,0.0001377784,0.001507792,0.0005621752,0.0002683377],"category_scores_gemma":[0.00005091286,0.0004478787,0.0002951034,0.0003060283,0.0004862244,0.00001196747,0.000380311,0.0005782938,0.0002286918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520182,"about_ca_system_score_gemma":0.0005925409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006170374,"about_ca_topic_score_gemma":0.1587828,"domain_scores_codex":[0.9963949,0.0001967946,0.0005864999,0.0008353008,0.000570853,0.001415708],"domain_scores_gemma":[0.9974633,0.0001417839,0.0002287321,0.001406031,0.0001712815,0.0005889075],"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":[0.002491862,0.0007711526,0.1132116,0.0002856444,0.002077255,0.0001498378,0.007193149,0.006930047,0.08681737,0.01487793,0.6065218,0.1586723],"study_design_scores_gemma":[0.001584662,0.0006752048,0.07924751,0.00003748621,0.0001819364,0.0001851221,0.001860293,0.00008749824,0.005644586,0.00187003,0.9076378,0.0009878374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290673,0.004084015,0.01380801,0.001717095,0.009189505,0.001477648,0.0001974878,0.0001263803,0.04033253],"genre_scores_gemma":[0.980696,0.0001104498,0.002106753,0.00197628,0.004809929,0.00004598488,0.0001218572,0.0001206551,0.01001213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.301116,"threshold_uncertainty_score":0.9997973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353084230746661,"score_gpt":0.2277622643198959,"score_spread":0.2142314220124293,"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."}}