{"id":"W7001303232","doi":"","title":"Is it possible to improve the
\\nbovine immune response to
\\nmastitis using immunogenetics?","year":2019,"lang":"en","type":"other","venue":"Epsilon Archive for Student Projects (University of Southampton)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immune system; Genome-wide association study; Mastitis; Single-nucleotide polymorphism; Genotyping; Population; Genetic association; Acquired immune system; Major histocompatibility complex; Selection (genetic algorithm)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001363067,0.001218706,0.001661396,0.002605126,0.0007064393,0.0001602091,0.003560368,0.0004274826,0.00166783],"category_scores_gemma":[0.0002180829,0.00129084,0.0009938161,0.001248896,0.0005509375,0.0001793312,0.003033854,0.0006788969,0.004568635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005473329,"about_ca_system_score_gemma":0.000876755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01404082,"about_ca_topic_score_gemma":0.00549252,"domain_scores_codex":[0.9939268,0.0005397224,0.0006879003,0.001881223,0.001504906,0.001459399],"domain_scores_gemma":[0.9947951,0.0004869692,0.001298495,0.002593558,0.0003738742,0.0004519745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03185246,0.001705347,0.003871456,0.001338639,0.006017519,0.000116027,0.2005107,0.001019397,0.2211499,0.000210459,0.5291162,0.003091858],"study_design_scores_gemma":[0.01162791,0.006710262,0.02550542,0.003474981,0.001762201,0.00003020778,0.05929808,0.0007605788,0.002275106,0.00008928432,0.8846981,0.003767856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7079673,0.001181757,0.03895782,0.003201769,0.003660428,0.03848304,0.04751328,0.0009613557,0.1580732],"genre_scores_gemma":[0.03522515,0.00009008189,0.03573521,0.0004591312,0.0002767844,0.00004799135,0.000371791,0.001955913,0.9258379],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7677647,"threshold_uncertainty_score":0.9992448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903769838405075,"score_gpt":0.2880380984897664,"score_spread":0.2590004001057157,"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."}}