{"id":"W2090586063","doi":"10.1006/jtbi.2002.3009","title":"On the Size Distribution of Live Genera","year":2002,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Distribution (mathematics); Mathematics; Genus; Asymptotic distribution; Macroevolution; Ordinary differential equation; Taxon; Applied mathematics; Statistical physics; Statistics; Biology; Mathematical analysis; Differential equation; Paleontology; Ecology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001218027,0.00004228266,0.0001086665,0.00001030189,0.0001553208,0.000006857268,0.0001863694,0.00008196772,0.004278889],"category_scores_gemma":[0.002908962,0.00002351076,0.00007954337,0.0000844711,0.001264966,0.00003820792,0.00001311927,0.0001488369,0.00004176972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003605361,"about_ca_system_score_gemma":0.0000243479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003868256,"about_ca_topic_score_gemma":0.000001905064,"domain_scores_codex":[0.9986514,0.0008589483,0.0002155615,0.00004779077,0.0001162929,0.0001100322],"domain_scores_gemma":[0.9979367,0.001651966,0.0001414916,0.00006614577,0.0001605406,0.00004310258],"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":[0.00006584192,0.00006332553,0.00009255232,5.351123e-7,0.00001272886,9.495265e-7,0.0006408066,0.00001232453,0.0009020609,0.9961605,0.001151381,0.0008969815],"study_design_scores_gemma":[0.0001503411,0.0006093727,0.00041459,0.0000140292,0.00001878288,0.000008229186,0.0005685248,0.0001405779,0.0007360723,0.9930264,0.004266548,0.00004657632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660051,0.0002245901,0.001337052,0.0168662,0.0002977933,0.00006090612,0.00001010284,0.000004685123,0.01519358],"genre_scores_gemma":[0.9990444,0.0001969225,0.00003903702,0.000323238,0.0002688042,7.429915e-7,9.03208e-7,0.000001618046,0.0001243572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03303928,"threshold_uncertainty_score":0.9966313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594299581197845,"score_gpt":0.2760203119155281,"score_spread":0.2600773161035497,"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."}}