{"id":"W1512636111","doi":"","title":"Genetic evaluation of female fertility in Canadian dairy breeds","year":2004,"lang":"en","type":"article","venue":"Bulletin - International Bull Evaluation Service/Interbull bulletin","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trait; Fertility; Livestock; Biology; Dairy cattle; Genetic resources; Geography; Demography; Biotechnology; Animal science; Computer science; Ecology; Population","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002951165,0.0003978372,0.0003277306,0.0003358475,0.0001022723,0.00005521055,0.000864323,0.000349135,0.009162199],"category_scores_gemma":[0.0007088526,0.0004462352,0.0001717863,0.0002414327,0.0001229164,0.000006806596,0.0002038665,0.0002487572,0.000656905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005725895,"about_ca_system_score_gemma":0.001297891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04863987,"about_ca_topic_score_gemma":0.0596633,"domain_scores_codex":[0.9955461,0.0004600897,0.001020461,0.0008800549,0.00152412,0.0005692009],"domain_scores_gemma":[0.9964548,0.00004525908,0.0003551849,0.0007201952,0.002142317,0.0002822739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002413117,0.00256497,0.07323259,0.0003397486,0.001044893,0.00001446331,0.003430878,0.8224157,0.02289313,0.005470183,0.03114131,0.03503899],"study_design_scores_gemma":[0.008810431,0.0005787471,0.746712,0.0003102567,0.0002804348,0.00005965659,0.0009143265,0.003370474,0.007620285,0.004020615,0.2263808,0.0009419777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634256,0.0009080201,0.001404022,0.01065208,0.0007870967,0.001333292,0.000111937,0.00002323961,0.02135472],"genre_scores_gemma":[0.9873086,0.00002675837,0.009015444,0.002057078,0.0003041826,0.0002898216,0.0005438728,0.00005456641,0.0003996466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8190452,"threshold_uncertainty_score":0.999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853566837285698,"score_gpt":0.2923130478435324,"score_spread":0.2637773794706754,"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."}}