{"id":"W2171849595","doi":"10.1057/jibs.2014.67","title":"Cultural intelligence: A theory-based, short form measure","year":2015,"lang":"en","type":"article","venue":"Journal of International Business Studies","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":294,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; University of South Africa; University of New South Wales","keywords":"Construct validity; Psychology; Construct (python library); Cultural intelligence; Incremental validity; Emotional intelligence; Measure (data warehouse); Predictive validity; Social psychology; Scale (ratio); Personality; Test validity; Criterion validity; Cognitive psychology; Psychometrics; Computer science; Developmental psychology; Data mining","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002127012,0.0001362151,0.0002531837,0.0002031196,0.0002148169,0.000116771,0.0006133125,0.00006322491,0.00007400669],"category_scores_gemma":[0.003111569,0.00009626502,0.0001517199,0.0002360202,0.0002618312,0.0006349945,0.00007984441,0.0001628369,0.00002376453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005167731,"about_ca_system_score_gemma":0.0002924223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051307,"about_ca_topic_score_gemma":0.0003819064,"domain_scores_codex":[0.9975952,0.0001033873,0.000467823,0.0001123775,0.001535175,0.0001860188],"domain_scores_gemma":[0.9907216,0.0002377494,0.0002839875,0.00005598396,0.00859965,0.0001009668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003139094,0.00108766,0.04586808,0.00007955244,0.004681469,0.0003699261,0.4827021,0.003611839,0.0001379637,0.358186,0.04431407,0.05582218],"study_design_scores_gemma":[0.001439875,0.0002437683,0.006628186,0.0006636876,0.0001796527,0.00006695426,0.7160305,0.00008069604,0.0005304833,0.07606483,0.1974964,0.000574883],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.770712,0.02184467,0.01121539,0.07570335,0.02373471,0.0004159473,0.00002208584,0.0001008243,0.09625099],"genre_scores_gemma":[0.992777,0.00308047,0.000526116,0.0002261291,0.002286681,0.000003819528,0.000002945692,0.000008708495,0.001088158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2821212,"threshold_uncertainty_score":0.3925574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1394546697085621,"score_gpt":0.4105681519821421,"score_spread":0.27111348227358,"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."}}