{"id":"W4388504015","doi":"10.23977/aetp.2023.071504","title":"Foreign Language Teaching Mode of Online Education under the Computer Multimedia Network Environment","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Educational Technology and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foreign language; Computer science; Context (archaeology); Construct (python library); Field (mathematics); Work (physics); Multimedia; Teaching method; Mathematics education; Psychology; Engineering","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":[0.0003859354,0.0001265476,0.00007510612,0.0003998249,0.0006976889,0.0009599312,0.0001879096,0.0001394567,0.006628121],"category_scores_gemma":[0.001279683,0.00004517283,0.00009955823,0.0002582619,0.0003176299,0.0007059129,0.0008695406,0.0001801915,0.0006938414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352149,"about_ca_system_score_gemma":0.0008690138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164373,"about_ca_topic_score_gemma":0.002546789,"domain_scores_codex":[0.999667,0.0001294192,0.00001547838,0.00004006151,0.00007609527,0.00007183855],"domain_scores_gemma":[0.9993573,0.0001669403,0.0001125487,0.00004497266,0.000113846,0.0002043789],"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":[0.0002169175,0.0009026143,0.3516637,0.000231897,0.00001907819,0.001244649,0.03038615,0.0005191935,0.01475032,0.01502317,0.003479526,0.5815628],"study_design_scores_gemma":[0.00005814567,0.001002921,0.7399254,0.0003036264,0.00009834674,0.005115314,0.09872461,0.00513024,0.01616195,0.01073882,0.1226592,0.00008148031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420032,0.0001614784,0.004022251,0.0003988848,0.00002210146,0.00004733252,0.00004612064,0.00006204234,0.0532366],"genre_scores_gemma":[0.9894767,0.0001497897,0.001537764,0.00006833475,0.000008884802,0.00002221062,0.00001902382,0.000007953295,0.008709395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006628121,"threshold_uncertainty_score":0.02217329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559402984550581,"score_gpt":0.3740438357242568,"score_spread":0.358449805878751,"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."}}