{"id":"W2925130046","doi":"10.1101/589788","title":"Extreme heterogeneity in sex chromosome differentiation and dosage compensation in livebearers","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Biology; Poeciliidae; Dosage compensation; Poecilia; Chromosome; Y chromosome; Genetics; Evolutionary biology; Evolution of sexual reproduction; X chromosome; Sex linkage; Gene; 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":[0.000227452,0.0001315955,0.0003698995,0.000945085,0.000423686,0.0004488737,0.0002539285,0.0004158522,0.002032061],"category_scores_gemma":[0.0004419743,0.000189145,0.0001435611,0.0003850807,0.0003787146,0.000378927,0.0004755859,0.0004020588,0.0004352387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533015,"about_ca_system_score_gemma":0.00006404473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009071766,"about_ca_topic_score_gemma":0.002366892,"domain_scores_codex":[0.9997922,0.00001989529,0.00001129729,0.00009156521,0.00004883082,0.00003615727],"domain_scores_gemma":[0.9997377,0.000056228,0.0001052219,0.00002442674,0.00003802697,0.00003844647],"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":[0.0002122066,0.00003449912,0.1635989,0.00006977498,0.00008099259,0.0003852402,0.000558132,0.0001348436,0.8280236,0.0001777419,0.0001173659,0.006606701],"study_design_scores_gemma":[0.000003456171,0.0001034331,0.9904791,0.000008356317,0.00001600262,0.000887633,0.0003335936,0.0002485461,0.006921466,0.0001819125,0.0008069683,0.000009689504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986258,0.000236199,0.0004182695,0.00001223571,0.00000179814,0.000002798698,0.000227482,0.00001366055,0.0004619216],"genre_scores_gemma":[0.9988938,0.00007600385,0.0002227272,0.00002454013,0.000002648369,0.000004696976,0.0004711571,0.000008621613,0.0002958919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002032061,"threshold_uncertainty_score":0.006797969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753794766403622,"score_gpt":0.2327189133966785,"score_spread":0.2151809657326423,"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."}}