{"id":"W2013645106","doi":"10.1111/mec.12358","title":"Nonparallelism in<scp>MHCII</scp>β diversity accompanies nonparallelism in pathogen infection of lake whitefish (<i><scp>C</scp>oregonus clupeaformis</i>) species pairs as revealed by next‐generation sequencing","year":2013,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Biology; Allele; Sympatric speciation; Genetics; Ecotype; Host adaptation; Major histocompatibility complex; Evolutionary biology; Gene; Virulence","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":[0.0001967461,0.000160469,0.0002110836,0.0007165877,0.0004186837,0.0003423292,0.000186967,0.0002210456,0.001008574],"category_scores_gemma":[0.0004166277,0.0001786179,0.0001718918,0.0002982532,0.0004096487,0.0001818473,0.0005320875,0.0002767686,0.0001436792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002454614,"about_ca_system_score_gemma":0.0001484682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002186647,"about_ca_topic_score_gemma":0.005770379,"domain_scores_codex":[0.9997402,0.00002095657,0.00002594022,0.0001057886,0.00006629256,0.00004076333],"domain_scores_gemma":[0.9995083,0.00006015765,0.0001991548,0.00005015485,0.00006526639,0.0001170462],"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":[0.0002987356,0.00002726384,0.3760608,0.00003085747,0.00007668658,0.0001475869,0.0004693693,0.00006678377,0.6198158,0.00006728112,0.00007138294,0.002867479],"study_design_scores_gemma":[0.000003589355,0.00003614487,0.9955739,0.000001443929,0.00000952182,0.0001875772,0.0001254322,0.0001607943,0.003720666,0.00002981684,0.0001482901,0.000002928471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997502,0.00001340201,0.00007992479,0.000004314331,5.050176e-7,0.000001188925,0.00003540001,0.000002322403,0.0001127351],"genre_scores_gemma":[0.9995036,0.000008176133,0.000142761,0.00001706129,0.00000106589,0.000005333346,0.0001409666,0.000003135827,0.0001778721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002186647,"threshold_uncertainty_score":0.004347861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737629206421755,"score_gpt":0.2009534561408528,"score_spread":0.1835771640766353,"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."}}