{"id":"W2604521287","doi":"10.4141/cjas-2014-072","title":"Stochastic economic evaluation of dairy farm reproductive performance","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Animal Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture","keywords":"Culling; Markov chain; Mathematics; Animal science; Dairy cattle; Parity (physics); Statistics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006385909,0.0005534588,0.000736928,0.0005537769,0.0001825611,0.0009172789,0.0008278622,0.0006205045,0.001120736],"category_scores_gemma":[0.01556288,0.0004213131,0.0007405935,0.0005373033,0.0006287801,0.0009615985,0.0006609235,0.0006526395,0.000080158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00233161,"about_ca_system_score_gemma":0.001007204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006518113,"about_ca_topic_score_gemma":0.003951503,"domain_scores_codex":[0.9975216,0.001639537,0.00008101227,0.0002302469,0.000359446,0.000168197],"domain_scores_gemma":[0.9871053,0.01032948,0.001326699,0.000455416,0.0005884849,0.0001946601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008014502,0.00003099977,0.004161539,0.00001955739,0.00004678359,0.00003013101,0.00001440387,0.9871725,0.0005064814,0.004339205,0.00008568166,0.003512625],"study_design_scores_gemma":[0.000008165542,0.0001015955,0.00378475,0.000006034574,0.00001636154,0.00001497884,0.00001121831,0.9928949,0.0002653354,0.002776346,0.0001099138,0.00001040963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8341497,0.0005858121,0.1601055,0.0003852635,0.00002830326,0.0001433011,0.0005828975,0.00006576051,0.003953487],"genre_scores_gemma":[0.9933857,0.0001093072,0.005867057,0.00001371495,0.000005774366,0.0000368127,0.0001665649,0.000005116639,0.0004099009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006518113,"threshold_uncertainty_score":0.03377229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03761980651891488,"score_gpt":0.2550265503009473,"score_spread":0.2174067437820324,"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."}}