{"id":"W3201121750","doi":"10.23977/aetp.2021.56011","title":"Reform and Practice of Oral English Teaching in Higher Vocational Colleges in the Blended Teaching Mode","year":2021,"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":"Vocational education; Mathematics education; Teaching method; Teaching and learning center; Medical education; Pedagogy; Psychology; Medicine","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":[0.002197226,0.000134843,0.0001681139,0.0007278604,0.001249872,0.002529413,0.0005509718,0.0005251264,0.002103864],"category_scores_gemma":[0.003585043,0.0001162423,0.0002657469,0.0004844705,0.001188927,0.001755758,0.002111264,0.0006960279,0.0005200746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002039511,"about_ca_system_score_gemma":0.005813703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839872,"about_ca_topic_score_gemma":0.002596138,"domain_scores_codex":[0.9980855,0.0008172701,0.0001162247,0.0001962755,0.0005155448,0.0002691972],"domain_scores_gemma":[0.998275,0.0002669731,0.0002089017,0.000170648,0.0005037868,0.0005747958],"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":[0.0001560668,0.001421622,0.0212801,0.0006446145,0.00001623267,0.0004139183,0.02512524,0.000699667,0.01431954,0.02404547,0.002895917,0.9089816],"study_design_scores_gemma":[0.0004977969,0.003197603,0.28047,0.003294625,0.0001960606,0.003203525,0.1644534,0.01982241,0.05244863,0.04992694,0.4222571,0.0002320207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.853082,0.003958439,0.05350266,0.008938111,0.0003747053,0.0007895682,0.0000279436,0.0002579058,0.07906862],"genre_scores_gemma":[0.9726011,0.001013434,0.01647145,0.0003212494,0.00005226403,0.00009007467,0.0000127125,0.00001688735,0.009420687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002529413,"threshold_uncertainty_score":0.01479775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065427796811258,"score_gpt":0.4102620268600402,"score_spread":0.3796077488919276,"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."}}