{"id":"W2014115998","doi":"10.1163/156853711x568699","title":"Five Clarifications about Cultural Evolution","year":2011,"lang":"en","type":"article","venue":"Journal of Cognition and Culture","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Novelty; Selection (genetic algorithm); Cultural transmission in animals; Natural selection; Epistemology; Randomness; Natural (archaeology); Sociology; Cognitive science; Psychology; Computer science; Social psychology; Evolutionary biology; Philosophy; Biology; Artificial intelligence; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002022686,0.00005944944,0.00008765607,0.000032886,0.0003752011,0.00004825084,0.00007309387,0.0001159738,0.0003354154],"category_scores_gemma":[0.0001270333,0.00003921123,0.00007186666,0.0001421508,0.0001270525,0.0006305004,0.000005922424,0.0001750152,0.00002039675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004233532,"about_ca_system_score_gemma":0.00005198808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008868973,"about_ca_topic_score_gemma":0.0001785147,"domain_scores_codex":[0.9993471,0.00009327918,0.0001815324,0.000062971,0.0002072233,0.0001079029],"domain_scores_gemma":[0.9990116,0.00000752247,0.0002000091,0.00003166387,0.0006449249,0.0001043221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002528444,0.0004332772,0.00131085,0.00004514828,0.0002138234,0.0000443604,0.6428591,0.000001704774,0.02051271,0.204214,0.1056589,0.02445326],"study_design_scores_gemma":[0.002539574,0.000556139,0.08279534,0.0004393609,0.0006361912,0.0003691381,0.4322234,0.00001829681,0.002324135,0.08124184,0.3962063,0.0006502857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5917146,0.01575744,0.002340173,0.0039824,0.001166273,0.0004739104,0.00003052366,0.0001113051,0.3844234],"genre_scores_gemma":[0.9933929,0.001309462,0.0005778882,0.0002133663,0.0004076101,0.000002154576,0.000007175854,0.000002472637,0.004086979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4016783,"threshold_uncertainty_score":0.3672563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03030421739911437,"score_gpt":0.300859756583847,"score_spread":0.2705555391847326,"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."}}