{"id":"W2014085508","doi":"10.1371/journal.pone.0000734","title":"MHC Adaptive Divergence between Closely Related and Sympatric African Cichlids","year":2007,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; British Ecological Society; Ecological Society of America","keywords":"Sympatric speciation; Biology; Cichlid; Evolutionary biology; Reproductive isolation; Major histocompatibility complex; Sympatry; Adaptation (eye); Genetic divergence; Genetics; Zoology; Gene; Population; Genetic diversity; Fish <Actinopterygii>","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":[0.000216051,0.0001425903,0.0001364465,0.0005106386,0.0004880748,0.0002563914,0.0002119896,0.000239196,0.001000956],"category_scores_gemma":[0.0005626252,0.00007119598,0.00008105393,0.0003032491,0.0004527172,0.0001612537,0.0004649338,0.0002548725,0.00007508657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003443778,"about_ca_system_score_gemma":0.000162983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083331,"about_ca_topic_score_gemma":0.004697788,"domain_scores_codex":[0.999886,0.00002286703,0.000007440487,0.00004568373,0.00001422792,0.00002384815],"domain_scores_gemma":[0.9997482,0.00005433047,0.0000931251,0.00001747558,0.00003679804,0.00005011233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004614714,0.00005818529,0.822056,0.00005906445,0.0001233384,0.0002492471,0.002792144,0.0002151646,0.163699,0.0003996249,0.0001051425,0.009781646],"study_design_scores_gemma":[0.000009265146,0.00004914213,0.9980428,0.000005167055,0.00001642486,0.0002011598,0.0004544083,0.0001923126,0.0007630284,0.0000779777,0.0001853165,0.000002958081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998564,0.00003021889,0.00002246069,0.00000405944,3.8538e-7,6.277404e-7,0.000009906292,4.551143e-7,0.00007548785],"genre_scores_gemma":[0.9997975,0.00001978743,0.00008138006,0.00001134664,0.000001114815,0.000002497669,0.00004049336,7.172811e-7,0.00004517378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002083331,"threshold_uncertainty_score":0.004142344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186557549551424,"score_gpt":0.2233702970244745,"score_spread":0.2015047215289603,"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."}}