{"id":"W2058331957","doi":"10.1086/520777","title":"The Pomp of Superfluous Causes: The Interpretation of Evolutionary Theory","year":2007,"lang":"en","type":"article","venue":"Philosophy of Science","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Interpretation (philosophy); Dilemma; Population; Contradiction; Explanatory power; Selection (genetic algorithm); Epistemology; Trait; Face (sociological concept); Philosophy; Computer science; Sociology; Artificial intelligence; Social science; Demography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006569731,0.000675359,0.0008522531,0.002790311,0.002886999,0.005428624,0.001903653,0.003193413,0.003637559],"category_scores_gemma":[0.01087542,0.0005189787,0.001335809,0.001573976,0.02508397,0.01178384,0.004363855,0.006242466,0.0004109988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003166592,"about_ca_system_score_gemma":0.002046744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005043,"about_ca_topic_score_gemma":0.0007455205,"domain_scores_codex":[0.9962147,0.002387472,0.0001030625,0.0003944276,0.0007046217,0.0001957784],"domain_scores_gemma":[0.9950564,0.003670833,0.0002728273,0.0005112581,0.0003121392,0.0001765818],"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":[0.00000389508,0.000002831648,0.00005765645,0.00001293288,0.000003064862,0.00002697905,0.0004244682,0.0003511081,0.00001805894,0.9974902,0.0003312399,0.001277497],"study_design_scores_gemma":[0.000002448736,0.000001315771,0.00002569105,0.000007399333,0.000001303604,0.00001025547,0.00005944083,0.0004498284,0.00001001888,0.9974937,0.001937072,0.000001575666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05162738,0.01454663,0.4543331,0.1101338,0.002177231,0.00006153143,0.0003224419,0.0002006874,0.3665972],"genre_scores_gemma":[0.9484059,0.003111172,0.03400643,0.004771532,0.001472015,0.0001155522,0.00009965592,0.0001327987,0.007884966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.997113,"threshold_uncertainty_score":0.03474444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918420237689448,"score_gpt":0.2426754663457766,"score_spread":0.2134912639688821,"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."}}