{"id":"W4409867567","doi":"10.1002/ece3.71371","title":"<scp>MHC</scp> Diversity Across Time and Space","year":2025,"lang":"en","type":"review","venue":"Ecology and Evolution","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"European Research Council; Vetenskapsrådet","keywords":"Biology; Context (archaeology); Evolutionary biology; Coevolution; Major histocompatibility complex; Genetic diversity; Ecology; Population; Immune system; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007531465,0.0009692453,0.001082905,0.002035009,0.0003348218,0.00139901,0.001138153,0.001628381,0.006078461],"category_scores_gemma":[0.001397988,0.0002275778,0.0003887372,0.002902987,0.001171288,0.002335347,0.0008696458,0.002280096,0.004251035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009633165,"about_ca_system_score_gemma":0.001198119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002011376,"about_ca_topic_score_gemma":0.00228658,"domain_scores_codex":[0.9997371,0.00005258019,0.00003177525,0.00006677739,0.00009113566,0.00002054707],"domain_scores_gemma":[0.9993024,0.0003583808,0.00008193378,0.00003574946,0.0001541358,0.00006731904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003492874,0.00001402584,0.0002276098,0.006774529,0.00006348775,0.00009110615,0.00006435931,0.0002755474,0.0007550874,0.007878184,0.07340207,0.910419],"study_design_scores_gemma":[0.000003227411,0.00002005181,0.0008621094,0.001910104,0.00002878462,0.0005112569,0.00003402562,0.00004570503,0.0001093233,0.003799987,0.9926658,0.000009569474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007215486,0.9945843,0.0003083901,0.001426808,0.000669333,0.000003982454,0.00003889695,0.00001665147,0.002879374],"genre_scores_gemma":[0.001023682,0.9949528,0.0004259903,0.0009440455,0.000821287,0.000009258897,0.00008413339,0.000004819158,0.001734059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006078461,"threshold_uncertainty_score":0.02033442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007532303776914057,"score_gpt":0.2662104228668205,"score_spread":0.2586781190899064,"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."}}