{"id":"W6991123997","doi":"","title":"Evolutionary Persistence and Speciation under
\\nAncient Asexuality","year":2023,"lang":"en","type":"dissertation","venue":"Kölner Universitäts PublikationsServer (Universität zu Köln)","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asexuality; Genetic algorithm; Population; Asexual reproduction; Evolvability; Human evolutionary genetics; Sexual reproduction; Evolutionary ecology; Population genomics; Extinction (optical mineralogy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002833336,0.0004965213,0.0003521741,0.0006908079,0.0008353312,0.0001265855,0.0005772356,0.000744378,0.0002377499],"category_scores_gemma":[0.00008385457,0.0006418671,0.0002678996,0.0009360705,0.0001787613,0.0002016718,0.0002997404,0.0003621,0.0001353324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003786943,"about_ca_system_score_gemma":0.0006752157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002926504,"about_ca_topic_score_gemma":0.006313774,"domain_scores_codex":[0.9972614,0.0001700653,0.0003407442,0.00111394,0.0005814274,0.0005324213],"domain_scores_gemma":[0.9979739,0.00003969515,0.0003941402,0.0006961735,0.0005839359,0.000312197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004302551,0.003251658,0.04494216,0.002853847,0.008338434,0.0004529435,0.01750819,0.0340857,0.04567088,0.2862052,0.5306558,0.02173264],"study_design_scores_gemma":[0.004221367,0.000688532,0.7993962,0.000249147,0.001194185,0.00005584058,0.06144828,0.005805016,0.0004046157,0.003981568,0.1194069,0.003148345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690514,0.001439061,0.002335551,0.001898778,0.001923319,0.0008084206,0.0004189577,0.000255783,0.02186872],"genre_scores_gemma":[0.7135636,0.001009804,0.0007785006,0.0002967127,0.0003180426,0.000009954575,0.02086298,0.0001036095,0.2630568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7544541,"threshold_uncertainty_score":0.9996033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509506130250659,"score_gpt":0.2286995981698379,"score_spread":0.2136045368673313,"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."}}