{"id":"W2765965215","doi":"10.28945/2225","title":"Characterising Computer Experience and Anxieties Differences Between Middle Eastern and Western Students in eLearning","year":2015,"lang":"en","type":"article","venue":"Informing Science and IT Education Conference","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Anxiety; The Internet; Context (archaeology); Psychology; Computer science; Medical education; Applied psychology; World Wide Web; Medicine; Geography","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":[0.001013421,0.0001015391,0.00013409,0.0002528595,0.0004849677,0.0006545436,0.0003097033,0.00007022717,0.000004284139],"category_scores_gemma":[0.0002584749,0.00009770327,0.000005193665,0.0003359641,0.001217052,0.001481787,0.0001492365,0.0001313038,0.000003468605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006446683,"about_ca_system_score_gemma":0.0008912833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097616,"about_ca_topic_score_gemma":0.0002649293,"domain_scores_codex":[0.9987511,0.00003972063,0.0002055591,0.0002821774,0.0004430863,0.0002783484],"domain_scores_gemma":[0.99928,0.00005311728,0.0001086046,0.0001038787,0.0002682018,0.0001861596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001234967,0.00001451917,0.7750883,0.000006200609,8.247002e-7,8.735977e-8,0.1567888,5.95881e-8,0.00001694293,0.0005355575,0.000003719499,0.06754384],"study_design_scores_gemma":[0.0001009553,0.00004599017,0.863809,0.0001027092,0.000003112676,0.000003834238,0.1340491,0.00008755228,0.00003422827,0.0006560474,0.000982845,0.0001246971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962978,0.00007099198,0.0001367034,0.00188117,0.0003569277,0.0001523695,4.610109e-7,0.00002813898,0.001075432],"genre_scores_gemma":[0.9989152,0.0001474999,0.0003422138,0.0002468044,0.00008949407,0.00001928097,0.000001170774,0.000002573525,0.0002357696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08872069,"threshold_uncertainty_score":0.631178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115659098025541,"score_gpt":0.3810499825920532,"score_spread":0.2694840727894992,"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."}}