{"id":"W4403411966","doi":"10.1016/j.procs.2024.09.136","title":"Research on Online English Teaching Platform Based On Cloud Computing Technology","year":2024,"lang":"en","type":"article","venue":"Procedia Computer Science","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Cloud computing; Data science; World Wide Web; Multimedia; Software engineering; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003362792,0.0002184492,0.0001764743,0.002272503,0.0009826742,0.0007179528,0.003548046,0.000147683,0.000003699274],"category_scores_gemma":[0.000315133,0.0001884405,0.00005008504,0.004412743,0.0006719978,0.0006692183,0.001023981,0.001767176,0.0001022229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285994,"about_ca_system_score_gemma":0.001221805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003535058,"about_ca_topic_score_gemma":0.000001286424,"domain_scores_codex":[0.9962907,0.00005601825,0.0002956259,0.001325438,0.001209686,0.0008224947],"domain_scores_gemma":[0.9976217,0.0008532908,0.00005576774,0.0008915466,0.000431168,0.0001465964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002741034,0.0003020396,0.000239138,0.00003531363,0.000004780053,0.00003497764,0.0006566689,0.002434701,0.000100423,0.7981071,0.001724645,0.1963574],"study_design_scores_gemma":[0.0001318041,0.0005644133,0.0007050807,0.0004077333,0.000001563731,0.0000255977,0.0001023453,0.9675124,0.001965253,0.02174308,0.006598974,0.0002418011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1636247,0.000101495,0.8085618,0.01549537,0.005840086,0.0003657682,0.00000332331,0.002314888,0.003692594],"genre_scores_gemma":[0.809132,0.000002393094,0.1893381,0.0007229744,0.0007368259,0.00001880933,0.000002349954,0.00001071878,0.00003582085],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9650776,"threshold_uncertainty_score":0.7684382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05001863147609095,"score_gpt":0.3923853400710319,"score_spread":0.342366708594941,"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."}}