{"id":"W4400363025","doi":"10.1111/jbg.12888","title":"Impact of reproductive traits on productive life in Iranian Holstein dairy cows","year":2024,"lang":"en","type":"article","venue":"Journal of Animal Breeding and Genetics","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biology; Holstein Cattle; Dairy cattle; Animal science; Reproduction; Milk production; Biotechnology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005348925,0.0001474405,0.0003232203,0.00006659516,0.00004423429,0.00003212003,0.0001494351,0.00007617642,0.0000156416],"category_scores_gemma":[0.000323523,0.00005900708,0.0001372294,0.0003559119,0.0001561983,0.0001365715,0.00004159789,0.0003268009,0.000001845278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004080089,"about_ca_system_score_gemma":0.00004420422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002383475,"about_ca_topic_score_gemma":0.000003078305,"domain_scores_codex":[0.9987713,0.00008997051,0.0004019525,0.0003584769,0.0001961537,0.0001821705],"domain_scores_gemma":[0.9993127,0.000148604,0.0002071141,0.00004947255,0.0001899697,0.00009213483],"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":[0.0005763717,0.0001262172,0.01630696,0.00001808364,0.00008703944,0.00001307755,0.0009245378,0.000142637,0.9703178,0.00009646972,0.000361843,0.011029],"study_design_scores_gemma":[0.0001334991,0.01669545,0.9718915,0.0001551605,0.0000260387,0.000103633,0.0004400036,0.00004570956,0.009409168,0.0008700027,0.0001135185,0.0001162851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960141,0.002432636,6.302153e-7,0.001074297,0.0001823709,0.0001342485,0.00001822884,0.000008508443,0.0001350318],"genre_scores_gemma":[0.9981952,0.0001683468,0.0001849306,0.00001554665,0.001409139,0.000001239147,9.617772e-7,0.000002162466,0.0000224887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9609086,"threshold_uncertainty_score":0.2406239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04315914569909889,"score_gpt":0.2897077330659061,"score_spread":0.2465485873668072,"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."}}