{"id":"W2937045467","doi":"10.5539/elt.v12n5p170","title":"Less Classroom Hours of EFL Instruction to Non-English Majors in Chinese Universities Is It a Reason-Based Policy that Provokes No Response?","year":2019,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council","keywords":"Phenomenon; Class (philosophy); Psychology; Perspective (graphical); Mathematics education; Feeling; Pedagogy; Social psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004301938,0.000134186,0.0001769522,0.0005896271,0.002016675,0.001583699,0.0008705279,0.0009507812,0.002977527],"category_scores_gemma":[0.01163982,0.0001560569,0.00020295,0.0004690845,0.002692824,0.001072024,0.001202972,0.0009953456,0.000246284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005252226,"about_ca_system_score_gemma":0.007693735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01811563,"about_ca_topic_score_gemma":0.02098143,"domain_scores_codex":[0.9972946,0.0008421162,0.0001792367,0.0003929725,0.0005567334,0.000734324],"domain_scores_gemma":[0.9894622,0.00380985,0.003887882,0.0007313704,0.0009701838,0.001138607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004946932,0.0009190444,0.618147,0.0005911405,0.00007655709,0.001629399,0.1403106,0.001918271,0.02123376,0.03392679,0.009042422,0.1717103],"study_design_scores_gemma":[0.00005360991,0.0003361373,0.8467043,0.0001712188,0.00004120749,0.0001610751,0.1161774,0.001979736,0.007248418,0.005761194,0.0212633,0.0001023817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856851,0.00009543259,0.0006750046,0.004725549,0.00002991178,0.00003570234,0.00001848469,0.00003753074,0.008697179],"genre_scores_gemma":[0.9985629,0.00002887504,0.0001094804,0.0003141378,0.000007176566,0.00001334955,0.000006283029,0.000002826083,0.0009552152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01811563,"threshold_uncertainty_score":0.03810775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073784492346024,"score_gpt":0.3023983976367011,"score_spread":0.2916605527132408,"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."}}