{"id":"W4380151590","doi":"10.23977/aetp.2023.070413","title":"Research on the Smart Teaching Mode of College English from the Perspective of Internet+","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Educational Technology and Pedagogy","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); College English; The Internet; Mathematics education; Mode (computer interface); Quality (philosophy); Sociology; Computer science; Multimedia; Pedagogy; Psychology; World Wide Web; Human–computer interaction; Artificial intelligence","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":[0.0006719278,0.0001497524,0.0001056196,0.0005714017,0.0008913479,0.002818388,0.0003152803,0.0003721827,0.004598161],"category_scores_gemma":[0.001614704,0.0000859713,0.0001528269,0.0005405814,0.001846081,0.003425496,0.0007758947,0.0006168328,0.0004007039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009243873,"about_ca_system_score_gemma":0.001379407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847059,"about_ca_topic_score_gemma":0.003883829,"domain_scores_codex":[0.9994524,0.0002625247,0.00002060051,0.00006880418,0.0001077691,0.00008785832],"domain_scores_gemma":[0.9982262,0.0008634198,0.0003214723,0.00008253689,0.0002347605,0.0002716427],"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":[0.0001138136,0.0004360508,0.08524971,0.001382954,0.00003853109,0.001438533,0.1712638,0.000233018,0.01297188,0.3261284,0.005014294,0.395729],"study_design_scores_gemma":[0.00003739874,0.0004730025,0.2609214,0.001605983,0.0001376333,0.002755201,0.3703672,0.002231516,0.008961787,0.06926586,0.283167,0.0000760434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7146815,0.005962063,0.008042137,0.006599827,0.0001721631,0.00005343489,0.00004744718,0.00003041335,0.2644109],"genre_scores_gemma":[0.9832751,0.003173786,0.001747638,0.0004207657,0.00005054297,0.00001766016,0.00001687313,0.00001031204,0.01128727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004598161,"threshold_uncertainty_score":0.01538241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05490585582957531,"score_gpt":0.4593764800643064,"score_spread":0.4044706242347311,"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."}}