{"id":"W3044679867","doi":"10.5539/elt.v13n8p160","title":"Integration of Technology among Saudi EFL Teachers","year":2020,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology integration; Psychology; Educational technology; Perception; Affect (linguistics); Mathematics education; Medical education; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005585622,0.00008393605,0.0001340707,0.0001677495,0.0002099461,0.00002815065,0.0002706549,0.0002174709,0.0001873034],"category_scores_gemma":[0.006361401,0.000081799,0.00004893761,0.0003729203,0.0002515877,0.0002377929,0.00002753592,0.0006059734,0.00001230211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000682088,"about_ca_system_score_gemma":0.00006294827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000955757,"about_ca_topic_score_gemma":0.0009899397,"domain_scores_codex":[0.9991301,0.0001660184,0.0001959233,0.000174866,0.0001664776,0.000166667],"domain_scores_gemma":[0.9995292,0.00006806414,0.000132221,0.0001445169,0.00006325867,0.00006273263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002421897,0.00003322892,0.01323036,0.000004599771,0.0000122768,0.00000193066,0.8116468,0.000002158995,0.01218258,0.08672246,0.0008829713,0.07527824],"study_design_scores_gemma":[0.0001567016,0.000045359,0.0006710798,0.00003598159,0.00001528658,2.297202e-7,0.9748148,0.00006222143,0.01154861,0.0004832096,0.0120419,0.0001246737],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388681,0.0001247617,0.00199703,0.004902061,0.0002350616,0.0001482973,0.000001952491,0.0006294459,0.05309326],"genre_scores_gemma":[0.9960921,0.000008006449,0.002959137,0.0001997852,0.0002975653,0.00001301359,0.00001284822,0.00001027158,0.0004072943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163168,"threshold_uncertainty_score":0.7615651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382145151621203,"score_gpt":0.3058867960190491,"score_spread":0.2920653445028371,"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."}}