{"id":"W2984989254","doi":"10.1093/molbev/msz268","title":"Developmental Systems Drift and the Drivers of Sex Chromosome Evolution","year":2019,"lang":"en","type":"article","venue":"Molecular Biology and Evolution","topic":"Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Max-Planck-Institut für Evolutionäre Anthropologie; Compute Canada; National Geographic Society; National Science Foundation","keywords":"Biology; Evolutionary biology; Chromosome; Evolution of sexual reproduction; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005413639,0.000228114,0.0002431128,0.0007089712,0.0003780896,0.0005291677,0.0003162358,0.0002949073,0.001299327],"category_scores_gemma":[0.000803611,0.0001548893,0.0001270789,0.0005075018,0.0008479984,0.000503307,0.000548594,0.0004674201,0.0001108309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004005563,"about_ca_system_score_gemma":0.0002828759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005944953,"about_ca_topic_score_gemma":0.0008724017,"domain_scores_codex":[0.9997379,0.00005316174,0.00001822579,0.00008824548,0.00006391978,0.00003852487],"domain_scores_gemma":[0.9997115,0.00007297906,0.0001145839,0.00003523219,0.00002735437,0.00003842618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002350668,0.0000291095,0.1339547,0.000182252,0.0001114253,0.001699988,0.0004945551,0.00150297,0.7958845,0.01464287,0.0001368277,0.05112583],"study_design_scores_gemma":[0.00003239506,0.0003774776,0.8810017,0.00004738481,0.0001378697,0.00591756,0.000874401,0.004728717,0.08424159,0.01225734,0.0103273,0.00005627048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902753,0.002220037,0.004873879,0.0002060911,0.000009995254,0.00001213787,0.0001030049,0.00004243636,0.002257154],"genre_scores_gemma":[0.9978297,0.0007611351,0.0008331237,0.00003984903,0.00001198133,0.000005542411,0.00004941961,0.000008311278,0.0004609108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001299327,"threshold_uncertainty_score":0.004346669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003741367056314413,"score_gpt":0.2228716033710939,"score_spread":0.2191302363147795,"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."}}