{"id":"W4387242292","doi":"10.5539/elt.v16n10p87","title":"Pedagogical and Ethical Implications of Artificial Intelligence in EFL Context: A Review Study","year":2023,"lang":"en","type":"review","venue":"English Language Teaching","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Dehumanization; Conversation; Personalization; Engineering ethics; Pedagogy; Sociology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003343217,0.0004963493,0.001161344,0.004135633,0.0008271426,0.003597113,0.0007906081,0.002337373,0.002765975],"category_scores_gemma":[0.01111497,0.0002788847,0.000996032,0.005261287,0.002099905,0.003162094,0.001165841,0.00192796,0.0003977407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909327,"about_ca_system_score_gemma":0.006663797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002053553,"about_ca_topic_score_gemma":0.004406863,"domain_scores_codex":[0.997968,0.0008677596,0.0004277379,0.0001735491,0.0004795374,0.00008335471],"domain_scores_gemma":[0.9824593,0.01491638,0.001121645,0.0001591865,0.001096139,0.0002473532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006475026,0.0001287354,0.001864726,0.1016771,0.0002379462,0.0008610855,0.004188305,0.0003803839,0.0003893989,0.03242191,0.02610044,0.8316852],"study_design_scores_gemma":[0.00002180217,0.0001112481,0.005719084,0.1996685,0.0007197374,0.00517281,0.00607165,0.0002253375,0.0003334467,0.01169765,0.7701906,0.00006823053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004829643,0.9959674,0.0001767032,0.001584396,0.000214872,0.00001154729,0.000009611352,0.000002220222,0.001550382],"genre_scores_gemma":[0.006820245,0.9912934,0.0002769137,0.001074667,0.0002824338,0.00002641101,0.00001425186,0.000002594845,0.0002091858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004135633,"threshold_uncertainty_score":0.01768076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464173118544312,"score_gpt":0.4686670650065944,"score_spread":0.3222497531521632,"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."}}