{"id":"W2902034664","doi":"10.31073/abg.51.31","title":"COMPARATIVE ASSESSMENT OF SEXED AND TRADITIONAL SEMEN OF HOLSTEIN BULLS","year":2018,"lang":"en","type":"article","venue":"Animal Breeding and Genetics","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breed; Herd; Progeny testing; Udder; Milking; Biology; Sperm; Animal science; Crossbreed; Biotechnology; Fertility; Lactation; Selection (genetic algorithm); Mastitis; Demography; Population; Pregnancy; Computer science; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008240911,0.00007293857,0.0001739414,0.000003678912,0.00009853217,0.000008974752,0.00004923852,0.00004761063,0.00003156499],"category_scores_gemma":[0.000005059338,0.0000242024,0.00002295974,0.0000779358,0.0002498188,0.00001651675,0.00005595071,0.00003714571,4.03377e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002519817,"about_ca_system_score_gemma":0.000001811742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002416093,"about_ca_topic_score_gemma":0.00005405724,"domain_scores_codex":[0.9995313,0.00001809962,0.0001343987,0.0001294126,0.0000944948,0.00009229799],"domain_scores_gemma":[0.9997033,0.00009875019,0.00006959859,0.00001112657,0.00008128595,0.00003589937],"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":[0.00001914867,0.00005101496,0.08286742,0.00000663198,0.00002856976,2.316631e-7,0.000159062,1.519808e-7,0.911227,0.0008174813,0.0005601419,0.004263116],"study_design_scores_gemma":[0.00008110303,0.003036567,0.9745553,0.00001425967,0.00001525093,0.000002993888,0.0006414648,0.00005575492,0.0200975,0.000307711,0.001121602,0.0000705486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976918,0.000365417,0.000002078691,0.0003348088,0.00001663646,0.0000638021,0.00004110549,0.000006022359,0.001478367],"genre_scores_gemma":[0.9991468,0.0001888651,0.0003947407,0.00005602243,0.0001738897,0.000001818158,0.000009792933,1.872019e-7,0.00002792363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8916878,"threshold_uncertainty_score":0.09869454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09574470129904047,"score_gpt":0.2803008530186083,"score_spread":0.1845561517195678,"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."}}