{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005375328,0.001538605,0.001008332,0.002752626,0.0004374159,0.00123571,0.001052383,0.0005589033,0.01398335],"category_scores_gemma":[0.007645794,0.0002591296,0.001533639,0.00209119,0.0003573786,0.0008989842,0.001178434,0.0006240106,0.00459375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005679068,"about_ca_system_score_gemma":0.0006897065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002072226,"about_ca_topic_score_gemma":0.004334567,"domain_scores_codex":[0.9956981,0.001594688,0.000679718,0.0006490352,0.001110347,0.0002680213],"domain_scores_gemma":[0.9932134,0.002047692,0.001529583,0.0008880871,0.002111924,0.0002093393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001552828,0.0004865786,0.3392002,0.004487375,0.001150859,0.00100174,0.001385046,0.002380107,0.01036551,0.003653285,0.02325873,0.6110778],"study_design_scores_gemma":[0.0001267959,0.002168435,0.597845,0.001771541,0.002299753,0.002351595,0.001209556,0.005725875,0.01751308,0.004811626,0.363988,0.0001888128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5566985,0.03078613,0.1310518,0.0007175886,0.002201963,0.006230637,0.09196141,0.002166282,0.1781857],"genre_scores_gemma":[0.8291274,0.006918062,0.09616695,0.0006567496,0.0006381391,0.003565311,0.03151555,0.0005191088,0.03089275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01398335,"threshold_uncertainty_score":0.04677892,"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."}}