{"id":"W2955059501","doi":"10.1093/tas/txz107","title":"Benchmarking calving management practices on western Canada cow–calf operations1","year":2019,"lang":"en","type":"article","venue":"Translational Animal Science","topic":"Animal health and immunology","field":"Veterinary","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Calgary","funders":"Agriculture and Agri-Food Canada; Beef Cattle Research Council; Alberta Agriculture and Forestry; University of Calgary","keywords":"Benchmarking; Ice calving; Cow-calf; Animal science; Business; Biology; Lactation; Pregnancy; Herd; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00196395,0.0003625916,0.000188499,0.001351149,0.001708348,0.0009851505,0.001177288,0.0002257607,0.001509723],"category_scores_gemma":[0.003770705,0.0001941633,0.0002346427,0.002483735,0.0005536289,0.0003255295,0.0007235783,0.0002946258,0.0001978498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02401644,"about_ca_system_score_gemma":0.02934052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98022,"about_ca_topic_score_gemma":0.9924693,"domain_scores_codex":[0.9981699,0.0002324744,0.00009914471,0.0002175381,0.0008665349,0.0004144612],"domain_scores_gemma":[0.9947146,0.0003439976,0.0009524056,0.0001666586,0.002959451,0.0008628076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001246066,0.00007187979,0.9676434,0.0001021716,0.00006304037,0.00009866652,0.001950939,0.000683755,0.001192453,0.00008755745,0.002082001,0.02589954],"study_design_scores_gemma":[0.000002187285,0.00005462913,0.9968703,0.00002239532,0.000007050962,0.00001370531,0.001259629,0.0003551995,0.0001294298,0.000007611811,0.001270992,0.000006775943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913213,0.0004412277,0.0005389986,0.0001701021,0.000008626404,0.0001590149,0.003363197,0.00003985866,0.003957698],"genre_scores_gemma":[0.9940994,0.0004834138,0.001436797,0.00008258618,0.000003522926,0.00005462535,0.002689537,0.000009499081,0.001140622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02401644,"threshold_uncertainty_score":0.1742523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06569183784721322,"score_gpt":0.3637808314574185,"score_spread":0.2980889936102053,"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."}}