{"id":"W4386962424","doi":"10.3390/ani13192994","title":"Timing of Artificial Insemination Using Sexed or Conventional Semen Based on Automated Activity Monitoring of Estrus in Holstein Heifers","year":2023,"lang":"en","type":"article","venue":"Animals","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"U.S. Department of Veterans Affairs","keywords":"Artificial insemination; Estrous cycle; Semen; Insemination; Animal science; Pregnancy; Medicine; Andrology; Biology; 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":[0.0003695054,0.00008676392,0.0001259862,0.0003585586,0.0001010593,0.0002240722,0.0001564859,0.0001169998,0.0002192655],"category_scores_gemma":[0.001006085,0.0001088633,0.00008210021,0.0002447435,0.0002075555,0.0001307477,0.0001203982,0.0001064464,0.00004311865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614714,"about_ca_system_score_gemma":0.0002081695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003980041,"about_ca_topic_score_gemma":0.008468278,"domain_scores_codex":[0.9997329,0.00009167224,0.00002003554,0.00006466355,0.00005606612,0.00003465352],"domain_scores_gemma":[0.9992835,0.0002210981,0.0003440517,0.00003024086,0.00005255498,0.00006867261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006044615,0.00005116165,0.9821609,0.00001515603,0.00002437351,0.00005714509,0.0001335386,0.0002109807,0.01019182,0.00001526714,0.00001873203,0.006516392],"study_design_scores_gemma":[0.000002037002,0.0002381417,0.9989623,0.000001850773,0.000006409238,0.00004231493,0.00005431382,0.0001975645,0.0004570603,0.00000508861,0.00003165424,0.000001285309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998148,0.00005974169,0.00006528517,0.000001478703,3.991232e-7,9.422614e-7,0.00001276755,9.140945e-7,0.00004369333],"genre_scores_gemma":[0.9997384,0.00004290256,0.0001174197,0.000002274494,0.000001074128,0.000001193859,0.00004002591,5.015492e-7,0.00005630015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003980041,"threshold_uncertainty_score":0.007913768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262160558853677,"score_gpt":0.3423468167823202,"score_spread":0.2161307608969525,"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."}}