{"id":"W3122997224","doi":"10.3168/jds.2020-19278","title":"Timing of artificial insemination using fresh or frozen semen after automated activity monitoring of estrus in lactating dairy cows","year":2021,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Artificial insemination; Estrous cycle; Semen; Animal science; Medicine; Pregnancy; Insemination; Biology; Andrology; Sperm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006179505,0.0001236675,0.0002388733,0.0004876272,0.0001556252,0.0003948631,0.0002338946,0.0001947017,0.0003361419],"category_scores_gemma":[0.001746151,0.0001288808,0.0001409288,0.0003141362,0.0001984234,0.0002343755,0.0001645775,0.0002327585,0.00006160382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003540306,"about_ca_system_score_gemma":0.0002602705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002535126,"about_ca_topic_score_gemma":0.004158664,"domain_scores_codex":[0.9996253,0.0001119142,0.0000320615,0.00009522284,0.00009285596,0.00004268619],"domain_scores_gemma":[0.9986275,0.0003905636,0.0007253563,0.00004884078,0.00009623243,0.0001115346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002281898,0.000184025,0.9668499,0.00003470609,0.00007224284,0.0001542163,0.0003038997,0.0002411413,0.02099029,0.0000238295,0.00004211569,0.008821757],"study_design_scores_gemma":[0.000008505505,0.0009866988,0.9967079,0.000004624981,0.00002734873,0.0001102376,0.0001535731,0.0005052232,0.001354051,0.00001507231,0.000121331,0.000005362187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996504,0.0001247904,0.0001067447,0.000004753077,0.00000181734,0.000003940003,0.00003548043,0.00000153078,0.00007070506],"genre_scores_gemma":[0.9994181,0.00008604526,0.00027577,0.00001087014,0.000004297531,0.000007398621,0.00009463995,8.66463e-7,0.0001019438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002535126,"threshold_uncertainty_score":0.005040705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05884062031900789,"score_gpt":0.317482852061587,"score_spread":0.2586422317425791,"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."}}