{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003109711,0.00005068859,0.00007531875,0.0001993866,0.0001089053,0.00007099687,0.0008643095,0.00004742693,0.00007188792],"category_scores_gemma":[0.00003192199,0.00005166678,0.0000201388,0.000682294,0.0002276914,0.0008368839,0.0001088728,0.000129304,0.00009196456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007884417,"about_ca_system_score_gemma":0.000611308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005626142,"about_ca_topic_score_gemma":5.867757e-7,"domain_scores_codex":[0.9992406,0.00001245708,0.000132744,0.0002289718,0.0002266471,0.0001585681],"domain_scores_gemma":[0.9995911,0.00004303229,0.00007522487,0.0001894421,0.00007035103,0.00003092607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[4.526949e-7,0.0001030809,0.01620599,0.000003928436,5.03948e-7,1.007137e-7,0.001724915,4.670958e-7,0.001768261,0.9718131,0.0001754569,0.008203688],"study_design_scores_gemma":[0.00007612925,0.00002196885,0.8925163,0.00001268222,5.559154e-7,0.000001456716,0.0003185943,0.00001645436,0.0004270714,0.06705637,0.03945007,0.0001023646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6412299,0.00003005694,0.0001343215,0.002520611,0.001326214,0.00008434094,5.424438e-7,0.00004230683,0.3546317],"genre_scores_gemma":[0.9846294,5.302991e-7,0.001542799,0.0002573706,0.00006773749,0.000006744704,0.000001162685,0.000001894077,0.01349235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9047568,"threshold_uncertainty_score":0.210691,"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."}}