{"id":"W4404752594","doi":"10.1093/evlett/qrae065","title":"Hiding in plain sight: the Y chromosome and its reinvigorated role in evolutionary processes","year":2024,"lang":"en","type":"article","venue":"Evolution Letters","topic":"Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"European Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Evolutionary biology; Chromosome; Biology; Diversity (politics); Genetic algorithm; Sequence (biology); Genetics; Gene; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001527676,0.0001095921,0.00008769022,0.00007391391,0.00006470703,0.00003775061,0.0001030382,0.0000832396,0.00002670057],"category_scores_gemma":[0.00008266694,0.00008534824,0.00002731874,0.0002455422,0.00007950218,0.00001659779,0.00005647966,0.0001270977,0.00001540313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003760853,"about_ca_system_score_gemma":0.00006810944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002159095,"about_ca_topic_score_gemma":0.00007660186,"domain_scores_codex":[0.9991543,0.0000658823,0.0002180845,0.0002718841,0.000106019,0.0001837958],"domain_scores_gemma":[0.9997832,0.00004035451,0.00002744683,0.00008739344,0.00002697871,0.0000346928],"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":[0.0001846554,0.0002216787,0.02627609,0.0006249882,0.00008051983,0.0001492707,0.001711868,0.00474388,0.9522233,0.005099807,0.005862169,0.002821749],"study_design_scores_gemma":[0.005769071,0.001648929,0.5385295,0.002282235,0.0001204928,0.0006681925,0.01051832,0.1012507,0.1775496,0.01075965,0.147528,0.003375297],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983413,0.01053981,0.000103514,0.005322267,0.0001079087,0.0001413272,0.000008965444,0.00001975039,0.0003434999],"genre_scores_gemma":[0.9984347,0.0003038702,0.00002668105,0.0006035841,0.0001582622,0.00003735461,0.00003244125,0.00001011134,0.0003929671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7746737,"threshold_uncertainty_score":0.34804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00756888580873322,"score_gpt":0.2318509519356043,"score_spread":0.2242820661268711,"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."}}