{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004668234,0.0001525981,0.0001309206,0.001006013,0.0002646963,0.0004260893,0.000176001,0.0001983593,0.001187284],"category_scores_gemma":[0.000499677,0.00005840416,0.0001480247,0.0004104166,0.0003264386,0.0003174797,0.0003277705,0.0001227449,0.000125912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597371,"about_ca_system_score_gemma":0.0001596785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002644028,"about_ca_topic_score_gemma":0.003547211,"domain_scores_codex":[0.9996185,0.00004959894,0.00004362156,0.0001017147,0.0001510268,0.00003549056],"domain_scores_gemma":[0.9996123,0.00005298147,0.00009021127,0.000013568,0.0001760753,0.00005492089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001329852,0.0001821963,0.611332,0.0004924901,0.0003716945,0.001573783,0.00361986,0.000514005,0.3339102,0.0006293407,0.0002567161,0.0457878],"study_design_scores_gemma":[0.000004774852,0.001438397,0.9737221,0.00002467353,0.0000804695,0.001023253,0.0009882549,0.0002468621,0.02070993,0.00006256926,0.001686746,0.00001200035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968433,0.001416221,0.0003250351,0.00001314706,0.000008387135,0.00001207654,0.000200729,0.000006498281,0.001174588],"genre_scores_gemma":[0.995638,0.0008987939,0.0005764415,0.00004501334,0.0000112332,0.000008042381,0.0005622645,0.00000672107,0.00225351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002644028,"threshold_uncertainty_score":0.005257249,"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."}}