{"id":"W2742778406","doi":"10.5539/elt.v10n9p11","title":"On the Principles of English Teaching Reform in Higher Vocational Colleges Based on “The Basic Requirements of English Curriculum Teaching in Higher Vocational Colleges”","year":2017,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Curriculum; Christian ministry; Mathematics education; Modular programming; China; Pedagogy; Teaching method; College English; Psychology; Sociology; Political science; Computer science","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005286619,0.0004839726,0.0006705869,0.0004841536,0.001641731,0.0003755632,0.001416626,0.0001214877,0.001563232],"category_scores_gemma":[0.01384493,0.0003163815,0.0003083927,0.0001000419,0.0005606968,0.0007159577,0.0003323749,0.001655213,0.000005526263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004751763,"about_ca_system_score_gemma":0.0001069826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188524,"about_ca_topic_score_gemma":0.004874521,"domain_scores_codex":[0.9956523,0.00100387,0.001028269,0.0005993011,0.001172034,0.0005442826],"domain_scores_gemma":[0.995662,0.001542295,0.0009700239,0.001363877,0.0003981072,0.0000636851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004827899,0.0007510471,0.003653382,0.00006430373,0.0001818951,0.00001189128,0.3107585,0.0002930422,0.00001756851,0.6814267,0.00182147,0.0009719051],"study_design_scores_gemma":[0.004149439,0.0004180557,0.032382,0.003944744,0.0003477499,3.714923e-7,0.8608099,0.001518035,0.0003251645,0.001087259,0.09348194,0.001535336],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4689603,0.0001534314,0.000001858251,0.0008300793,0.001589353,0.000434543,0.0001087732,0.00006565666,0.527856],"genre_scores_gemma":[0.9896354,0.000004439824,0.0001477451,0.0004608145,0.003120832,0.0001657941,0.00007101127,0.0000654882,0.006328473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6803395,"threshold_uncertainty_score":0.9999288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04529834535204007,"score_gpt":0.2902197252655936,"score_spread":0.2449213799135536,"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."}}