{"id":"W4388610644","doi":"10.36923/jicc.v18i2.759","title":"Revisiting Individualism-Collectivism A Cross-Cultural Comparison among College Students in Four Countries","year":2018,"lang":"en","type":"article","venue":"Journal of Intercultural Communication","topic":"Cultural Differences and Values","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collectivism; Individualism; Constructive; Cross-cultural; Value (mathematics); Hofstede's cultural dimensions theory; Cultural diversity; Psychology; Cultural values; Social psychology; Dimension (graph theory); Sociology; Social science; Political science; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000968523,0.0002181766,0.0004919928,0.0001588948,0.0003201409,0.0004329072,0.001171132,0.0001549516,0.000370829],"category_scores_gemma":[0.0003694629,0.0001441183,0.0001752397,0.0003620343,0.0004051945,0.0009777595,0.0002356373,0.0006445873,0.00005368617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452612,"about_ca_system_score_gemma":0.00002123868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003768004,"about_ca_topic_score_gemma":0.0005640595,"domain_scores_codex":[0.9974553,0.0005018392,0.001136687,0.000174237,0.000449805,0.000282107],"domain_scores_gemma":[0.9970229,0.0003086622,0.001070692,0.0003394214,0.001173387,0.00008493104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002475579,0.0001553138,0.9418036,0.00001534113,0.0001418691,0.00001079485,0.04904068,0.000002574599,0.0005142217,0.0008774043,0.00610669,0.001083979],"study_design_scores_gemma":[0.001355839,0.0004146159,0.9744191,0.0006007522,0.00004065182,0.0001486588,0.02020482,0.00007654099,0.0002541002,0.0002750715,0.002012813,0.000197076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99417,0.0008841424,0.00000829768,0.0007372468,0.0004321465,0.0002271702,0.00001545265,0.00002196242,0.003503642],"genre_scores_gemma":[0.9979111,0.0001273145,0.0002660814,0.000175145,0.0003450078,0.00001226894,0.00001098945,0.0000123709,0.001139697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03261548,"threshold_uncertainty_score":0.5876972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121925302482767,"score_gpt":0.4598852058435903,"score_spread":0.3476926755953135,"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."}}