{"id":"W3086522331","doi":"10.20944/preprints202009.0279.v1","title":"The Population Genetics of Ploidy Change in Fungi","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Ploidy; Biology; Natural selection; Population; Genetics; Chromosome; Selection (genetic algorithm); Evolutionary biology; Population genetics; Mutation; Genome; Gene","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":[0.001464765,0.0003051388,0.0004714774,0.00143011,0.000628153,0.001898977,0.0005417676,0.0009437497,0.001632279],"category_scores_gemma":[0.004476418,0.0002901974,0.0003971171,0.00126739,0.001621778,0.001270355,0.001158203,0.001178818,0.0003501906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00172797,"about_ca_system_score_gemma":0.0003236725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722508,"about_ca_topic_score_gemma":0.001145613,"domain_scores_codex":[0.9991384,0.0002386637,0.00004268192,0.0003517459,0.0001607487,0.00006776011],"domain_scores_gemma":[0.9986833,0.0007770423,0.0002601378,0.0000903312,0.0001087342,0.00008052096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005902396,0.000110919,0.1158236,0.001076023,0.0004921751,0.002070699,0.004243693,0.07025979,0.2440035,0.2606736,0.0050775,0.2955783],"study_design_scores_gemma":[0.0001551053,0.0004257565,0.3674853,0.0004337724,0.0002467266,0.004560753,0.002138376,0.06314368,0.0266296,0.4692613,0.06505049,0.0004691276],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8138141,0.03187265,0.1276294,0.003034235,0.0001855052,0.00009889216,0.001397061,0.0004390314,0.02152913],"genre_scores_gemma":[0.976055,0.008891154,0.0115491,0.0003281095,0.00007944204,0.00007389603,0.0004491062,0.00009338198,0.002480797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001898977,"threshold_uncertainty_score":0.01253736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1722269165342525,"score_gpt":0.3856741420836912,"score_spread":0.2134472255494388,"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."}}