{"id":"W2137997444","doi":"10.1177/0022022108326193","title":"Self-Improving Motivations and Collectivism","year":2008,"lang":"en","type":"article","venue":"Journal of Cross-Cultural Psychology","topic":"Cultural Differences and Values","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Collectivism; Psychology; Replication (statistics); Social psychology; East Asia; Self-enhancement; Individualism; Political science; Medicine; China","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":[0.0001973757,0.0001902485,0.0003634471,0.0001171601,0.0003728387,0.0001007257,0.0002110189,0.0001940889,0.0004504643],"category_scores_gemma":[0.000217757,0.0001237721,0.0001551133,0.0002347133,0.0004657423,0.000533825,0.00003493083,0.0004255531,0.00004403738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003735909,"about_ca_system_score_gemma":0.00002855135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002432669,"about_ca_topic_score_gemma":0.000004719157,"domain_scores_codex":[0.9985971,0.00009046542,0.0005727644,0.0002454871,0.0001784282,0.0003157859],"domain_scores_gemma":[0.9984962,0.0001692057,0.0004648437,0.0001385207,0.0005820652,0.0001491567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005380131,0.001154208,0.8507878,0.00004374712,0.0005525755,0.0004667306,0.02938497,0.000003236101,0.02785151,0.004047849,0.07556142,0.00960794],"study_design_scores_gemma":[0.001863637,0.0007000954,0.9756572,0.0000115691,0.00003353497,0.006191782,0.0003802738,0.00001656708,0.0001032886,0.0007633028,0.0141054,0.0001733385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843805,0.0008166817,0.00008007377,0.00102095,0.00130451,0.0001135932,0.000006796014,0.00003867255,0.01223816],"genre_scores_gemma":[0.9936652,0.0002346976,0.000748976,0.0005894731,0.0005245644,0.000004767469,0.000001797988,0.00001339364,0.004217092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248694,"threshold_uncertainty_score":0.5047281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150401032800187,"score_gpt":0.4470005171686477,"score_spread":0.331960413888629,"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."}}