{"id":"W4404327893","doi":"10.1111/asj.70010","title":"Estimation of genetic and non‐genetic effects on productive life of Iranian Holstein dairy cows","year":2024,"lang":"en","type":"article","venue":"Animal Science Journal","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Culling; Sire; Ice calving; Herd; Animal science; Biology; Heritability; Random effects model; Lactation; Medicine; Pregnancy; Internal medicine; 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":[0.0003003515,0.0001063303,0.00012521,0.00009230326,0.00009434147,0.00004112533,0.0002017132,0.0000546697,0.000006984093],"category_scores_gemma":[0.0001482321,0.00008636988,0.00004323044,0.0002054932,0.0003891863,0.00001019525,0.00006163486,0.0001082599,0.000002480011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009877745,"about_ca_system_score_gemma":0.0003220779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003955624,"about_ca_topic_score_gemma":0.000001026707,"domain_scores_codex":[0.9990078,0.00003337038,0.0002324164,0.0002791399,0.0002652239,0.0001820599],"domain_scores_gemma":[0.9995268,0.00001929177,0.00009668105,0.0001438312,0.00008346572,0.0001299423],"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":[0.0000875848,0.00004268921,0.002586317,0.0001069416,0.00002444021,0.000002621698,0.0004051361,0.001501598,0.9556193,0.0003325312,0.0001866387,0.03910415],"study_design_scores_gemma":[0.0001975163,0.002765782,0.6454569,0.0001244166,0.00002964323,0.00009106178,0.00005656438,0.0007418151,0.34965,0.0006954598,0.0000893032,0.0001016018],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994031,0.001951563,0.003264233,0.00009187822,0.00022602,0.0001531089,0.000003742014,0.000003197293,0.0002752769],"genre_scores_gemma":[0.9807865,0.00008620071,0.01882085,0.00003819633,0.0002287864,0.0000028753,6.614287e-7,0.000008785712,0.00002715992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6428705,"threshold_uncertainty_score":0.3522062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008162488077576247,"score_gpt":0.2538776243359538,"score_spread":0.2457151362583776,"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."}}