{"id":"W2100103181","doi":"10.5539/elt.v7n9p144","title":"Providing Business English Instruction: Thai Instructors’ Practices and Students’ Perceptions","year":2014,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syllabus; Business English; Psychology; Perception; Medical education; Metropolitan area; Business education; Pedagogy; Higher education; Mathematics education; Medicine; 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":[0.001553243,0.0001396702,0.0001621164,0.0006210334,0.001324929,0.002360207,0.0002750928,0.0004338275,0.002175698],"category_scores_gemma":[0.007064903,0.0001767644,0.0001450073,0.0005451922,0.0006278064,0.0007690997,0.0008043012,0.000639536,0.0003205509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005518934,"about_ca_system_score_gemma":0.001210344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004071224,"about_ca_topic_score_gemma":0.006394407,"domain_scores_codex":[0.9986674,0.0004851186,0.0001229307,0.0001008876,0.0004214864,0.0002022836],"domain_scores_gemma":[0.9932554,0.00180289,0.001617364,0.0001252828,0.00110167,0.002097415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001146202,0.0007819555,0.639777,0.0002209116,0.0000213751,0.001585503,0.2989305,0.00008707033,0.006444627,0.0002680191,0.0009498798,0.05081849],"study_design_scores_gemma":[0.00001844254,0.000890252,0.3139032,0.000204404,0.00004385765,0.00100134,0.6715898,0.0006126267,0.002326638,0.0001583282,0.009196994,0.00005409844],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998859,0.00005185665,0.00006363232,0.0001149376,0.000005082622,0.000005458967,0.000005235757,0.000002473881,0.0008923638],"genre_scores_gemma":[0.999015,0.0001337804,0.00009977513,0.000065399,0.000005183975,0.000006735011,0.000008630952,0.00000198747,0.0006635145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004071224,"threshold_uncertainty_score":0.008214414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569588772304769,"score_gpt":0.2697850297058292,"score_spread":0.2540891419827815,"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."}}