{"id":"W4404018856","doi":"10.1101/2024.11.03.621532","title":"The distribution of clade size in a coalescent diversification model","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Simon Fraser University","funders":"","keywords":"Coalescent theory; Diversification (marketing strategy); Clade; Distribution (mathematics); Geography; Evolutionary biology; Econometrics; Biology; Mathematics; Business; Phylogenetics; Genetics","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":[0.007679863,0.0006488604,0.001325712,0.001727936,0.0007268296,0.00262233,0.003845484,0.002684725,0.005488855],"category_scores_gemma":[0.02630559,0.0007790349,0.001227937,0.001073498,0.002872375,0.004348098,0.001861918,0.002427998,0.001020296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051688,"about_ca_system_score_gemma":0.0007627015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004038766,"about_ca_topic_score_gemma":0.001883162,"domain_scores_codex":[0.9986387,0.0006008454,0.00004790743,0.0003392304,0.0002083095,0.0001650251],"domain_scores_gemma":[0.9885809,0.008725539,0.0009294658,0.0006557076,0.0005792103,0.0005291433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001502791,0.00006995403,0.008821535,0.0001096866,0.0001349153,0.0005671653,0.0009078974,0.5268698,0.004992334,0.4436453,0.003409818,0.01032122],"study_design_scores_gemma":[0.00002684065,0.00002866108,0.001377103,0.00002470932,0.00001663687,0.0002117042,0.00007697802,0.8934225,0.0002629836,0.103923,0.0006005028,0.00002839562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2832599,0.0006015041,0.7053518,0.002240792,0.00005400006,0.0000831296,0.0004771394,0.0004648019,0.007466963],"genre_scores_gemma":[0.9624907,0.0004673954,0.028916,0.00050811,0.000106862,0.0002015979,0.0005298464,0.0001686989,0.006610907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007679863,"threshold_uncertainty_score":0.0406155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814118641809502,"score_gpt":0.2134442966244452,"score_spread":0.1953031102063502,"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."}}