{"id":"W2982491584","doi":"10.5539/elt.v12n11p113","title":"On Exploration and Practice of Application-Oriented Talent Cultivation System of English Related Majors in Local Normal Universities in China","year":2019,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Mathematics education; New normal; Mode (computer interface); Transformation (genetics); Training system; Psychology; Pedagogy; Computer science; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001858862,0.0001634825,0.0001075391,0.001346132,0.002745352,0.001602624,0.0006712407,0.0003229395,0.001684314],"category_scores_gemma":[0.001477247,0.0001323443,0.0001631293,0.001574257,0.001689835,0.001267407,0.001392617,0.0002881877,0.0001285882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004170136,"about_ca_system_score_gemma":0.008241876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01654519,"about_ca_topic_score_gemma":0.03064234,"domain_scores_codex":[0.9989259,0.0003757478,0.00006731048,0.0001438085,0.0002422031,0.0002450725],"domain_scores_gemma":[0.9993161,0.0001344033,0.00006834124,0.00004034264,0.0001436575,0.0002971302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000101537,0.0003961669,0.2929594,0.0005510703,0.00002411905,0.00211448,0.2227401,0.001336304,0.01354066,0.06687836,0.004368397,0.3949894],"study_design_scores_gemma":[0.00004555161,0.000595722,0.6030122,0.000462932,0.00007415804,0.001923472,0.2229992,0.009119259,0.006823678,0.01636747,0.1384544,0.00012191],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666948,0.0006743485,0.003378246,0.001556348,0.00002202674,0.00008539466,0.00001674519,0.00003708114,0.02753504],"genre_scores_gemma":[0.9934763,0.0004245573,0.001737047,0.00005722343,0.000004965197,0.00001560014,0.00001200579,0.000003514723,0.004268925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01654519,"threshold_uncertainty_score":0.03289777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004959714138613339,"score_gpt":0.2628642422230995,"score_spread":0.2579045280844862,"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."}}