{"id":"W2275726788","doi":"10.1016/j.jtbi.2017.01.005","title":"Limiting fitness distributions in evolutionary dynamics","year":2017,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Limiting; Evolutionary dynamics; Dynamics (music); Evolutionary biology; Biology; Statistical physics; Ecology; Mathematics; Physics; Demography; Population; Engineering; Sociology","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":[0.00542908,0.0008559264,0.001387299,0.002606238,0.001241416,0.003476643,0.002728175,0.002798279,0.007134982],"category_scores_gemma":[0.04011599,0.0009236904,0.0007503483,0.001380221,0.004486146,0.00828677,0.003149733,0.003310366,0.0008344698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875844,"about_ca_system_score_gemma":0.0005789186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425679,"about_ca_topic_score_gemma":0.0006324638,"domain_scores_codex":[0.9987143,0.0007175821,0.00005296544,0.000157185,0.0002055721,0.0001523694],"domain_scores_gemma":[0.9772624,0.01849952,0.0009783519,0.001146543,0.001171313,0.0009419168],"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":[0.00001633856,0.00002434875,0.0008901668,0.00006557044,0.00001538183,0.000120666,0.0002147284,0.02052994,0.0003649661,0.9729559,0.0009001395,0.003901918],"study_design_scores_gemma":[0.00001686093,0.000009222961,0.0005501904,0.00003139956,0.000009523137,0.0001856829,0.00008765895,0.1187757,0.0001257008,0.8793503,0.000838561,0.00001918847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4700274,0.003172592,0.4499909,0.01207417,0.0002553768,0.00007810615,0.0002411897,0.00062623,0.063534],"genre_scores_gemma":[0.9773433,0.001448165,0.01052934,0.000500491,0.0002925559,0.000110942,0.0001017896,0.0001895511,0.009483804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007134982,"threshold_uncertainty_score":0.02871203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007201178345052943,"score_gpt":0.2859959800519384,"score_spread":0.2787948017068855,"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."}}