{"id":"W4407772359","doi":"10.1098/rstb.2023.0299","title":"Reading Yule in light of the history and present of macroevolution","year":2025,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Wyoming","keywords":"Macroevolution; Microevolution; Context (archaeology); Epistemology; Sociology; Genealogy; Reading (process); Sociocultural evolution; Population; History; Phylogenetic tree; Evolutionary biology; Biology; Anthropology; Demography; Linguistics; Archaeology; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002742024,0.0004062703,0.0005407626,0.001897707,0.001810476,0.004312417,0.0008808375,0.002612931,0.002042673],"category_scores_gemma":[0.01083832,0.0003056221,0.0003723403,0.001996225,0.01160093,0.01242885,0.002139591,0.007140195,0.0005456975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323713,"about_ca_system_score_gemma":0.001082387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002928969,"about_ca_topic_score_gemma":0.003123516,"domain_scores_codex":[0.9989323,0.0005024175,0.00004044003,0.0002381364,0.000220041,0.00006663072],"domain_scores_gemma":[0.9941301,0.004632565,0.0002884533,0.0002226691,0.0005026106,0.00022357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002049991,0.000007023899,0.0004545199,0.00006377825,0.000008786291,0.0001159407,0.002195418,0.001035991,0.000155499,0.9564095,0.02677623,0.01275679],"study_design_scores_gemma":[0.000004635182,0.00001038279,0.000469292,0.0001332137,0.000004417985,0.00009390792,0.0003703083,0.001293482,0.0001328778,0.874072,0.1233952,0.00002027451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02967694,0.1783253,0.08167464,0.6379592,0.01122503,0.00001480383,0.0002466851,0.0001813931,0.06069604],"genre_scores_gemma":[0.7556093,0.07989921,0.03386629,0.0708639,0.02344868,0.00007558571,0.0001784745,0.000429571,0.03562901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004312417,"threshold_uncertainty_score":0.01685983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03762458039519012,"score_gpt":0.2453004150678198,"score_spread":0.2076758346726297,"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."}}