{"id":"W2101855138","doi":"10.1016/j.paid.2012.05.023","title":"Examining the dimensionality of self-construals and individualistic–collectivistic values with random intercept item factor analysis","year":2012,"lang":"en","type":"article","venue":"Personality and Individual Differences","topic":"Cultural Differences and Values","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Collectivism; Social psychology; Construals; Acquiescence; Conceptualization; Self construal; Individualism; Construal level theory; Interdependence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008247045,0.0003240028,0.0007137351,0.0001347257,0.0003973192,0.0001449943,0.000231661,0.0001282642,0.001057125],"category_scores_gemma":[0.000243055,0.0001698767,0.000111397,0.0004439793,0.0008384121,0.0002058175,0.0001492962,0.0002490439,0.000002985287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001419389,"about_ca_system_score_gemma":0.00002489769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008186686,"about_ca_topic_score_gemma":0.0001194829,"domain_scores_codex":[0.9974933,0.0007283667,0.0004151835,0.0004331567,0.0005033528,0.0004266549],"domain_scores_gemma":[0.9970303,0.002137459,0.0002914281,0.0002255606,0.0001281354,0.0001871759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001132684,0.0001834991,0.9343504,0.00004976414,0.002245153,4.650609e-7,0.05751795,1.357457e-7,0.00001356746,0.003631253,0.00007198386,0.001822574],"study_design_scores_gemma":[0.0008131429,0.0002619187,0.9782214,0.00004603122,0.001660631,0.00001240531,0.01803507,0.000036421,0.00001833803,0.0005988003,0.00003808895,0.0002577757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962677,0.001570981,0.00008473791,0.00008644975,0.0001655767,0.0002762968,0.0004503726,0.00004161373,0.00105626],"genre_scores_gemma":[0.9992585,0.00005892263,0.0001545924,0.0001116803,0.0001264363,0.00004014526,0.00004272159,0.000008951545,0.0001980104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04387099,"threshold_uncertainty_score":0.9998561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.148054812517701,"score_gpt":0.3369724876930473,"score_spread":0.1889176751753463,"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."}}