{"id":"W4406061937","doi":"10.1016/j.tree.2024.12.005","title":"How is evolutionary theory evolving?","year":2025,"lang":"en","type":"article","venue":"Trends in Ecology & Evolution","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Evolutionary theory; Evolutionary biology; Computer science; Epistemology; Biology; Philosophy","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":[0.02104257,0.000364588,0.0009183147,0.002392361,0.001826391,0.007951159,0.001689381,0.00538228,0.007733515],"category_scores_gemma":[0.04419879,0.0003632668,0.0006687597,0.00222012,0.01278928,0.01845317,0.003391077,0.005507054,0.001301844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002979212,"about_ca_system_score_gemma":0.002338141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157328,"about_ca_topic_score_gemma":0.0008982585,"domain_scores_codex":[0.9917678,0.005309545,0.0002065401,0.001055936,0.001079577,0.0005806588],"domain_scores_gemma":[0.9742501,0.01698675,0.0009855907,0.002424559,0.0035468,0.001806295],"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":[0.00007616254,0.0001055971,0.00773294,0.0002320423,0.0001939226,0.0001664878,0.003735895,0.002020838,0.0004965699,0.841608,0.008010649,0.135621],"study_design_scores_gemma":[0.00001646475,0.00002259225,0.002693911,0.0001687463,0.00002591242,0.0001085033,0.002072906,0.001616569,0.0001871732,0.9571605,0.03590232,0.00002440934],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2033338,0.03349935,0.07301346,0.4576343,0.005709342,0.00007380536,0.0003449403,0.0002819077,0.2261093],"genre_scores_gemma":[0.9432103,0.009828743,0.01782581,0.01971523,0.001232404,0.00007233753,0.0001416312,0.0002117379,0.007761736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02104257,"threshold_uncertainty_score":0.1112851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114767776445606,"score_gpt":0.2979858525207101,"score_spread":0.2865090748761495,"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."}}