{"id":"W2589941082","doi":"10.3168/jds.2016-12318","title":"Short communication: Optimization of a timed artificial insemination program for reproductive management of heifers in Canadian dairy herds","year":2017,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Alberta Ministry of Agriculture and Forestry; Agriculture Food and Rural Development","funders":"Alberta Agriculture and Forestry","keywords":"Artificial insemination; Pregnancy; Estrous cycle; Semen; Animal science; Insemination; Medicine; Morning; Herd; Gynecology; Biology; Andrology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810495,0.00006681478,0.0001755729,0.00007327193,0.0002917589,0.0000360713,0.0008555922,0.00003742993,0.000005992898],"category_scores_gemma":[0.0004086995,0.00003345612,0.00005331502,0.0003441141,0.0008500285,0.0006596903,0.0000839381,0.00008732186,2.015818e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008627103,"about_ca_system_score_gemma":0.0000927923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643406,"about_ca_topic_score_gemma":0.001391549,"domain_scores_codex":[0.998894,0.00005094136,0.0004028472,0.0002171588,0.0002587466,0.0001762738],"domain_scores_gemma":[0.9984875,0.00004506993,0.0005587373,0.000241078,0.0005929919,0.00007459208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005451643,0.001052759,0.0687819,0.00007990043,0.00009339563,0.000006740148,0.001601066,0.01590688,0.4968797,0.003551632,0.0003834942,0.4111174],"study_design_scores_gemma":[0.0001011983,0.0007931057,0.9876104,0.00009185479,0.00001343959,0.00000582053,0.0006561867,0.001116409,0.007909961,0.001513843,0.0001173124,0.00007046078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972124,0.00005462075,0.00003540678,0.001523381,0.0001594502,0.0004575259,0.000007888538,0.000002993277,0.0005463515],"genre_scores_gemma":[0.9901776,0.00002886178,0.009666597,0.000005746847,0.00007826061,0.00001477796,0.00000488687,6.35177e-7,0.00002267668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9188285,"threshold_uncertainty_score":0.3131966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04210054506529486,"score_gpt":0.315607231613037,"score_spread":0.2735066865477421,"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."}}