{"id":"W4413113547","doi":"10.1098/rspb.2025.1265","title":"Major histocompatibility complex class IIB disassortative mate choice in a genetically monogamous seabird","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Institut Polaire Français Paul Emile Victor; Fondation Fyssen; Agence Nationale de la Recherche; Laboratoire d'Excellence TULIP","keywords":"Seabird; Major histocompatibility complex; Evolutionary biology; Biology; Class (philosophy); Mate choice; Ecology; Zoology; Genetics; Computer science; Gene; Mating; Artificial intelligence; Predation","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":[0.0002184176,0.0001612857,0.0001981398,0.0003760708,0.0003335343,0.0003477341,0.0001990647,0.0002480524,0.001062627],"category_scores_gemma":[0.0004375142,0.0001604109,0.0001139306,0.0001438073,0.0004771401,0.0001438354,0.0002891876,0.0002638821,0.0001679784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710841,"about_ca_system_score_gemma":0.0001136043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708632,"about_ca_topic_score_gemma":0.006391975,"domain_scores_codex":[0.999858,0.00004445868,0.000007120719,0.00005342888,0.00001549561,0.00002145873],"domain_scores_gemma":[0.9996569,0.00005681214,0.0001261238,0.00002554294,0.00001483709,0.0001197613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007828556,0.0003019752,0.8096663,0.00005155304,0.0001666079,0.0004525789,0.001261361,0.000285951,0.1776441,0.0001324453,0.0001499849,0.00910438],"study_design_scores_gemma":[0.000007054028,0.0002449398,0.9979832,0.000002702913,0.00001555796,0.000361912,0.0004054869,0.0002626265,0.0005834055,0.00003273857,0.00009379529,0.000006566022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999218,0.00001441146,0.00002003719,0.000003126986,6.275224e-7,4.619436e-7,0.000006309792,6.428951e-7,0.00003263644],"genre_scores_gemma":[0.9996604,0.00001766649,0.0001172257,0.00001958888,0.000001373085,0.000002900244,0.00003338334,0.000001467593,0.0001460333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001708632,"threshold_uncertainty_score":0.003554881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04058736177370909,"score_gpt":0.2768640895389716,"score_spread":0.2362767277652625,"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."}}