{"id":"W4396581219","doi":"10.22541/au.171465177.70737564/v1","title":"Documenting homoploid hybrid speciation","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reproductive isolation; Genetic algorithm; Biology; Evolutionary biology; Sociology; Population","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":[0.001499738,0.0002237246,0.0004654688,0.001451936,0.0008332065,0.001457245,0.0005371862,0.00118742,0.003712893],"category_scores_gemma":[0.003293898,0.0002094058,0.0002573691,0.001073079,0.001572693,0.002129687,0.001799576,0.001661683,0.0008494917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006565499,"about_ca_system_score_gemma":0.0003923528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006856946,"about_ca_topic_score_gemma":0.001005363,"domain_scores_codex":[0.999414,0.0001230347,0.0000363751,0.000237129,0.0001374207,0.0000521536],"domain_scores_gemma":[0.9983832,0.0006330136,0.0002986938,0.0003623306,0.0001835686,0.0001392923],"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":[0.0003889181,0.00008495729,0.1207488,0.001091018,0.0002468898,0.00248074,0.005582451,0.002598113,0.5152125,0.1744267,0.002589974,0.1745489],"study_design_scores_gemma":[0.00006233326,0.0003064167,0.2694549,0.0004365005,0.0001939483,0.008870443,0.005410477,0.008737446,0.2117177,0.3808576,0.1137221,0.00023005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7955499,0.009193029,0.1516882,0.002138797,0.000297652,0.00006726729,0.001216206,0.0006046529,0.03924423],"genre_scores_gemma":[0.9573721,0.002429044,0.03636033,0.0005759064,0.00005984165,0.00003033674,0.0005782844,0.0001021149,0.002492065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003712893,"threshold_uncertainty_score":0.01242083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009928289444514246,"score_gpt":0.243124099530526,"score_spread":0.2331958100860118,"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."}}