{"id":"W3014104917","doi":"10.3968/11416","title":"Teaching EFL in Digital Age","year":2019,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Educational Technology and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Computer science; Teaching method; Digital era; Order (exchange); Multimedia; Psychology; The Internet; World Wide Web; Business","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":[0.001055478,0.0004239119,0.0002946415,0.001187839,0.00184369,0.00352227,0.000755163,0.001035727,0.01369782],"category_scores_gemma":[0.002189298,0.0001226925,0.0003144991,0.0007256998,0.001647124,0.004044347,0.003168278,0.00131295,0.004642668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182998,"about_ca_system_score_gemma":0.002321572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006360566,"about_ca_topic_score_gemma":0.001570059,"domain_scores_codex":[0.9992473,0.0002732794,0.00003796065,0.0001121991,0.0001733017,0.000155949],"domain_scores_gemma":[0.9990267,0.0003302793,0.00008492919,0.00009468248,0.0001330374,0.0003304577],"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":[0.0000663403,0.001639644,0.008548374,0.000854599,0.00001048871,0.001085201,0.03620195,0.0004625584,0.009363919,0.05971496,0.04311188,0.8389401],"study_design_scores_gemma":[0.00005456715,0.0003452893,0.01175472,0.001336739,0.00002465831,0.003412549,0.04651528,0.001138685,0.008801788,0.07507612,0.8514979,0.00004170137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2830786,0.01844393,0.1091591,0.02910108,0.002139647,0.0004442585,0.0002516952,0.001282697,0.5560989],"genre_scores_gemma":[0.7474394,0.02166297,0.08799123,0.008216538,0.0008325577,0.0004017648,0.0002196622,0.0001921105,0.1330437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01369782,"threshold_uncertainty_score":0.04582381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104895316456778,"score_gpt":0.3443924822487024,"score_spread":0.3233435290841346,"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."}}