{"id":"W6957766824","doi":"10.60692/a5d0g-am730","title":"Cross-cultural examination of the Big Five Personality Trait Short Questionnaire: Measurement invariance testing and associations with mental health","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Measurement invariance; Agreeableness; Conscientiousness; Big Five personality traits; Trait; Personality; Mental health; Big Five personality traits and culture; Differential item functioning","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":[0.00566172,0.000235577,0.0002292381,0.000833699,0.0003896902,0.0004657455,0.0002060347,0.000201669,0.0008257484],"category_scores_gemma":[0.008530515,0.0001443702,0.0005858076,0.0007257585,0.0003704677,0.0002678689,0.0006203129,0.0003732234,0.0001099399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003395815,"about_ca_system_score_gemma":0.00040269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00484762,"about_ca_topic_score_gemma":0.007732633,"domain_scores_codex":[0.9984102,0.0007655787,0.0001576187,0.0002211026,0.0003483338,0.00009714018],"domain_scores_gemma":[0.9953628,0.001704904,0.0009470261,0.000688198,0.001041163,0.0002559179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003544084,0.00002934324,0.9915773,0.00001333489,0.0001536283,0.00003270682,0.0006797228,0.00009884482,0.0003842958,0.0001135514,0.000106984,0.006774875],"study_design_scores_gemma":[0.000003110056,0.00006251888,0.9985481,0.000007396439,0.0000196625,0.00006287009,0.0004902614,0.0002868353,0.0001200213,0.00006934883,0.0003263968,0.000003373173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981172,0.0001033435,0.0007011398,0.00004457546,0.00001873619,0.00002589443,0.0001481936,0.000002998433,0.0008379741],"genre_scores_gemma":[0.9989882,0.00004396492,0.0005144726,0.00001959778,0.00000582692,0.00002586796,0.0002879291,0.000002821183,0.0001112317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00566172,"threshold_uncertainty_score":0.02994245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030843420256687,"score_gpt":0.3034545851246485,"score_spread":0.2003702430989798,"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."}}