{"id":"W7161861086","doi":"10.82308/11325","title":"Associations between genetic markers and mastitis resistance in Canadian Holsteins","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastitis; Genetic marker; Somatic cell count; Single-nucleotide polymorphism; Autosome; Immune system; Genotype; Lactation; Mammary gland","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":[0.0007244553,0.0004009695,0.0003919312,0.001012495,0.001317871,0.0006255443,0.0007459415,0.0003142567,0.001828755],"category_scores_gemma":[0.001186996,0.0001849811,0.0003870809,0.001305358,0.0005469686,0.0001259547,0.0002640598,0.0003805361,0.0001073494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006329599,"about_ca_system_score_gemma":0.005847499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9479837,"about_ca_topic_score_gemma":0.973357,"domain_scores_codex":[0.9993505,0.000058102,0.00002114143,0.0001827289,0.0001938385,0.0001938052],"domain_scores_gemma":[0.999395,0.0001212464,0.0001262708,0.00003854903,0.0001689638,0.0001499135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004004663,0.000044032,0.9825885,0.00002453037,0.0002534531,0.0002224993,0.0008576302,0.0004619773,0.004386186,0.0001918104,0.000404101,0.01016465],"study_design_scores_gemma":[0.000008471948,0.00002739309,0.9989381,0.000005194359,0.000035163,0.00003660634,0.0001526526,0.0003119632,0.00009735509,0.00001612323,0.0003664158,0.000004472495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999065,0.0001209386,0.0000872475,0.00003370765,0.000002019562,0.000004653388,0.0002922312,0.000005433611,0.0003889123],"genre_scores_gemma":[0.9985815,0.0001088539,0.0002674818,0.0000222993,0.000002361108,0.000004816376,0.0003852864,0.000005461095,0.0006218927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05201632,"threshold_uncertainty_score":0.1046453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775907194654203,"score_gpt":0.2392187543708532,"score_spread":0.2214596824243112,"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."}}