{"id":"W1817539169","doi":"","title":"Including production in female fertility evaluations","year":2008,"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":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility; Selection (genetic algorithm); Heritability; Biology; Dairy cattle; Production (economics); Reproduction; Herd; Profitability index; Biotechnology; Demography; Animal science; Economics; Population; Ecology; Genetics","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":["insufficient_payload"],"category_scores_codex":[0.001899253,0.0004161352,0.0003063414,0.0002441155,0.00029034,0.00005395501,0.0007339835,0.00028181,0.008058162],"category_scores_gemma":[0.00120663,0.0004570962,0.0001678882,0.0002665107,0.0001477913,0.00001085084,0.0003717724,0.0003266304,0.001494295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002272471,"about_ca_system_score_gemma":0.0002681306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000248234,"about_ca_topic_score_gemma":0.0001970783,"domain_scores_codex":[0.9958161,0.0004977201,0.0009336298,0.001116974,0.001169988,0.0004656556],"domain_scores_gemma":[0.9973729,0.00007459687,0.0003319489,0.0007082286,0.00136401,0.000148279],"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":[0.006466438,0.006208992,0.1250396,0.0003941173,0.001384464,0.00003611982,0.008810042,0.246282,0.09172619,0.003472207,0.4770858,0.03309408],"study_design_scores_gemma":[0.004264069,0.0004828012,0.4272921,0.0002294378,0.0001179395,0.0001806799,0.001091291,0.002114538,0.01682019,0.001233954,0.545038,0.001134915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524849,0.0005331477,0.002822416,0.02221814,0.001450928,0.001293448,0.00004069231,0.00007289221,0.01908342],"genre_scores_gemma":[0.9797446,0.00007578091,0.01106533,0.002415061,0.0007344976,0.000461569,0.0006832778,0.00006135845,0.004758588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3022526,"threshold_uncertainty_score":0.9997881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06227525747906536,"score_gpt":0.3288754587755794,"score_spread":0.266600201296514,"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."}}