{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003588912,0.0005060821,0.001150664,0.0006784048,0.0003705052,0.002361915,0.001351763,0.002675731,0.01530325],"category_scores_gemma":[0.003996038,0.0002433901,0.001186791,0.0005611666,0.001389667,0.002127093,0.0009253143,0.002547306,0.006413118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006692114,"about_ca_system_score_gemma":0.001414563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017016,"about_ca_topic_score_gemma":0.001228454,"domain_scores_codex":[0.9991744,0.0003020153,0.00004153159,0.0001662005,0.0001815555,0.0001342803],"domain_scores_gemma":[0.9981515,0.0007915611,0.0002845036,0.0001866012,0.0003895673,0.0001962129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001457819,0.0007648091,0.01247807,0.003073339,0.0004480368,0.000438635,0.0003114882,0.0008778182,0.05321688,0.01859994,0.05574451,0.8525887],"study_design_scores_gemma":[0.0004814216,0.002744186,0.02908806,0.002925186,0.0006470283,0.001592203,0.001134694,0.002432671,0.02233289,0.03987845,0.8965952,0.0001480848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08222892,0.4692806,0.08866842,0.3059054,0.01456519,0.0003928104,0.001837836,0.001868616,0.03525224],"genre_scores_gemma":[0.2627794,0.3958828,0.1127418,0.161477,0.008883311,0.000837272,0.002522659,0.0006613581,0.05421449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01530325,"threshold_uncertainty_score":0.05119449,"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."}}