{"id":"W4310945510","doi":"10.2196/42584","title":"Reliability and Validity of the Arabic Version of the Game Experience Questionnaire: Pilot Questionnaire Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Educational Games and Gamification","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Confirmatory factor analysis; Psychology; Arabic; Scale (ratio); Population; Applied psychology; Entertainment; Reliability (semiconductor); Exploratory factor analysis; Social psychology; Psychometrics; Clinical psychology; Medicine; Statistics; Structural equation modeling; Geography; Mathematics; Cartography; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002420743,0.00007229128,0.0001116804,0.00007279914,0.0004758415,0.00001078146,0.0004811512,0.00002573846,0.0002060515],"category_scores_gemma":[0.0003532128,0.00004469742,0.00004823826,0.0007063526,0.0006053768,0.0001292342,0.0004239873,0.0004569666,0.000007431135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728606,"about_ca_system_score_gemma":0.000122997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000437216,"about_ca_topic_score_gemma":0.00001976097,"domain_scores_codex":[0.9959254,0.002579673,0.0002973926,0.000210462,0.0008169361,0.0001701814],"domain_scores_gemma":[0.9984702,0.0002654711,0.0001844256,0.0006427491,0.0004015217,0.00003556942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000312677,0.003721733,0.7216471,0.0001002352,0.00002426053,2.369026e-7,0.2555032,0.00006768956,0.000880499,0.01208009,0.003273929,0.002388261],"study_design_scores_gemma":[0.000302757,0.0007641335,0.9658591,0.00003566433,0.00000376011,0.000003192087,0.02994942,0.00006756405,0.0002385313,0.001926178,0.0008061711,0.00004348312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964175,0.0001025034,0.00001844486,0.001433579,0.0004370843,0.0009904868,0.00002123215,0.000008465951,0.0005706886],"genre_scores_gemma":[0.9988856,0.0000062839,0.000003902163,0.00002145657,0.00002157497,0.0005937428,0.000002248493,0.00000553923,0.0004596562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.244212,"threshold_uncertainty_score":0.3659837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08495306902153828,"score_gpt":0.4398487464242814,"score_spread":0.3548956774027431,"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."}}