{"id":"W4396975915","doi":"10.54254/2753-7064/31/20231831","title":"How East Asian Culture Influences the Personality Traits of Its Residents: An Exploration of Cultural Characteristics and the Emphasis on Interdependence","year":2024,"lang":"en","type":"article","venue":"Communications in Humanities Research","topic":"Cultural Differences and Values","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Collectivism; East Asia; Personality psychology; Context (archaeology); Big Five personality traits; Personality; Individualism; Big Five personality traits and culture; Adaptability; Interpersonal communication; Cultural diversity; Sociology; Dilemma; China; Psychology; Social psychology; Social science; Political science; Geography; Ecology; Anthropology; Epistemology","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":[0.0007708935,0.0001504941,0.0001575525,0.0002732904,0.0008748252,0.001049861,0.0001292131,0.0001491472,0.001376289],"category_scores_gemma":[0.001495367,0.00009511169,0.0002226861,0.0005014514,0.0006824437,0.0005417657,0.0005764032,0.0003962995,0.0001390976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698409,"about_ca_system_score_gemma":0.0005286179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006744006,"about_ca_topic_score_gemma":0.01556832,"domain_scores_codex":[0.9997669,0.0001216413,0.00001205985,0.0000221763,0.00003578949,0.00004146742],"domain_scores_gemma":[0.9991087,0.0003115972,0.0001965828,0.00006284985,0.0001385406,0.0001816705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005130613,0.00004922083,0.9283178,0.00002539266,0.00006267596,0.0001988642,0.05772167,0.00005277422,0.0007644209,0.000406884,0.000163389,0.01218573],"study_design_scores_gemma":[0.000001705336,0.00007725781,0.9252911,0.00002593537,0.00003285913,0.000138815,0.07301064,0.0002010908,0.0001635411,0.0002024339,0.000846679,0.000007901547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991634,0.00004573482,0.00005374918,0.00004261019,0.000002364107,0.000001246931,0.000006700036,4.181697e-7,0.000683643],"genre_scores_gemma":[0.9996557,0.00006608567,0.00004281188,0.0000146839,0.00000138787,0.000001179558,0.0000069932,5.675093e-7,0.0002105663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006744006,"threshold_uncertainty_score":0.0134095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.586663935170295,"score_gpt":0.5249615179871249,"score_spread":0.06170241718317016,"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."}}