{"id":"W2883051529","doi":"10.5539/elt.v11n8p86","title":"Integrating Content and Language in Business English Teaching in China: First Year Students’ Perceptions and Learning Experience","year":2018,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangdong University of Foreign Studies","keywords":"Psychology; Variety (cybernetics); Class (philosophy); Pedagogy; Context (archaeology); Language acquisition; Teaching method; Foreign language; Language education; Mathematics education; Construct (python library); 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":[0.001952712,0.0006171801,0.0006775987,0.001227282,0.004025563,0.003528086,0.0009284583,0.001092093,0.003503047],"category_scores_gemma":[0.002837364,0.0004191028,0.0005324784,0.001063463,0.001654894,0.001847939,0.003102164,0.001459911,0.0005392303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003416022,"about_ca_system_score_gemma":0.005590498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02841235,"about_ca_topic_score_gemma":0.03779163,"domain_scores_codex":[0.9987893,0.0001789138,0.00006498649,0.0001363832,0.0002801777,0.0005503012],"domain_scores_gemma":[0.9961487,0.0002448536,0.0004058501,0.00005360995,0.0004539397,0.002693003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002280984,0.002169541,0.412799,0.0003500646,0.00003761042,0.003085228,0.5207825,0.0003167361,0.01128055,0.001056849,0.002085216,0.04580868],"study_design_scores_gemma":[0.00002345269,0.00169629,0.3907367,0.0002134995,0.00003525521,0.0006549675,0.5928082,0.001097963,0.002386239,0.0002719186,0.009957546,0.0001178776],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991497,0.000065773,0.00002902117,0.0001605818,0.000007245411,0.00001296767,0.00001186899,0.00000274988,0.0005602048],"genre_scores_gemma":[0.9968521,0.0001963855,0.00008716707,0.000159713,0.000006613665,0.00002172777,0.00004401159,0.000004396803,0.002627838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02841235,"threshold_uncertainty_score":0.05649394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386693408374073,"score_gpt":0.2578573900776055,"score_spread":0.2439904559938648,"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."}}