{"id":"W2017999711","doi":"10.1017/s0140525x0643908x","title":"A science of culture: Clarifications and extensions","year":2006,"lang":"en","type":"article","venue":"Behavioral and Brain Sciences","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Exposition (narrative); Epistemology; Position (finance); Cognitive science; Sociology; Psychology; Philosophy; Art; Literature","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001107736,0.00004283427,0.00005736132,0.00009762056,0.001773242,0.0000893013,0.0001358616,0.00003216293,0.00002269049],"category_scores_gemma":[0.0000731071,0.00003326284,0.00001173744,0.000843979,0.005313636,0.0004824249,0.00003228994,0.00003851838,0.000001366144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009604869,"about_ca_system_score_gemma":0.0002301806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166671,"about_ca_topic_score_gemma":0.0005749678,"domain_scores_codex":[0.9992257,0.00006356367,0.0001055497,0.0001877572,0.0002729294,0.000144464],"domain_scores_gemma":[0.9996957,0.00004500155,0.00004178322,0.00005523432,0.0001081732,0.00005407297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001736172,0.00006359265,0.006937266,0.000001010609,2.001619e-7,2.832211e-7,0.002107321,0.000003985583,0.04989134,0.9379772,0.0003209047,0.002695159],"study_design_scores_gemma":[0.0005740697,0.0009337784,0.5739873,0.00008045315,0.00006040678,0.00002293845,0.03995119,0.0005081777,0.006083264,0.3481317,0.02898678,0.0006799432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881311,0.0003347434,0.0000640447,0.002671235,0.00004930876,0.00008899809,0.000004297478,0.00001956054,0.008636693],"genre_scores_gemma":[0.9972805,0.00003848529,0.001009024,0.00006362303,0.00003649739,0.000003802474,0.00000104353,8.958959e-7,0.001566179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5898455,"threshold_uncertainty_score":0.9995263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04322687056259428,"score_gpt":0.3600665247013581,"score_spread":0.3168396541387638,"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."}}