{"id":"W4295337936","doi":"10.1017/s0140525x21001734","title":"The many geographical layers of culture","year":2022,"lang":"en","type":"letter","venue":"Behavioral and Brain Sciences","topic":"Cultural Differences and Values","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heritability; Cultural inheritance; Inheritance (genetic algorithm); Affect (linguistics); Representation (politics); Evolutionary biology; Big Five personality traits and culture; Cognitive psychology; Psychology; Biology; Social psychology; Genetics; Communication; Political science","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":[0.002223957,0.0003096218,0.0004838007,0.0003108001,0.002461058,0.002246742,0.001076597,0.009139302,0.005320857],"category_scores_gemma":[0.008359616,0.0002395539,0.0004063945,0.0003585718,0.004587033,0.003705489,0.002098795,0.01455617,0.002427245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167849,"about_ca_system_score_gemma":0.001344095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006530411,"about_ca_topic_score_gemma":0.01347091,"domain_scores_codex":[0.9985285,0.0005896131,0.00009169304,0.000240675,0.0003988708,0.0001507007],"domain_scores_gemma":[0.9953219,0.00271678,0.0002725849,0.0004537796,0.0007832187,0.0004518123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000872817,0.00002564656,0.004503977,0.0001342974,0.00003586491,0.005182272,0.002993603,0.0001550129,0.0007280005,0.0570552,0.8289999,0.1000989],"study_design_scores_gemma":[0.00002967777,0.00004040641,0.004706846,0.0003086666,0.00002442727,0.01023437,0.003374566,0.0005313914,0.0005037618,0.09376054,0.8864104,0.00007492516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002225206,0.003120171,0.0008897153,0.974778,0.009019904,0.000005356816,0.00002342601,0.00002341944,0.009914815],"genre_scores_gemma":[0.09124344,0.006373772,0.001699792,0.8619033,0.02286071,0.00003645979,0.00003314634,0.00003904468,0.01581029],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009139302,"threshold_uncertainty_score":0.01780003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215943130837829,"score_gpt":0.3963754948269952,"score_spread":0.2747811817432123,"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."}}