{"id":"W2738960030","doi":"10.1093/restud/rdaa074","title":"Understanding Cultural Persistence and Change","year":2020,"lang":"en","type":"article","venue":"The Review of Economic Studies","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":306,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Persistence (discontinuity); Variety (cybernetics); Value (mathematics); Similarity (geometry); Economics; Econometrics; Mathematics; Computer science; Statistics","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":[0.000422548,0.00008283924,0.0003371347,0.000007197228,0.0004816566,0.00001407132,0.0001240996,0.00001292946,0.00004313239],"category_scores_gemma":[0.0001929394,0.00005127731,0.00006435796,0.00004949835,0.0005103564,0.0001284941,0.0001077451,0.00003718377,0.00002332228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097387,"about_ca_system_score_gemma":0.0000227708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006617646,"about_ca_topic_score_gemma":0.0002640443,"domain_scores_codex":[0.9994394,0.00005407081,0.0001999165,0.0001331045,0.00004686791,0.0001265962],"domain_scores_gemma":[0.9996162,0.0001345252,0.0001298454,0.00005418484,0.00002760763,0.00003760207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001435898,0.00001185693,0.01165278,0.005676477,0.001076711,0.000001317994,0.632789,6.232593e-7,0.00000230614,0.1999664,0.1418175,0.00699069],"study_design_scores_gemma":[0.0002359865,0.00004908441,0.002473007,0.002560223,0.0001872149,0.000001468211,0.5148996,0.000005897607,0.000005445144,0.00297504,0.4763038,0.0003032588],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005339874,0.8452562,0.000003328448,0.09548435,0.0002181969,0.0005288045,0.000006257651,0.00002731942,0.05313568],"genre_scores_gemma":[0.2484395,0.7484436,0.00003277595,0.002747015,0.0001910578,0.00002273739,3.877429e-7,0.000002274152,0.0001206758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3344863,"threshold_uncertainty_score":0.3704562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6012220706416843,"score_gpt":0.3948926587150376,"score_spread":0.2063294119266467,"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."}}