{"id":"W1778931168","doi":"10.3968/6939","title":"Study of Language Features of Business English","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business English; Rhetoric; Globalization; Linguistics; English language; Economic globalization; Process (computing); Business; Computer science; Economics; Market economy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002983821,0.00005598086,0.0001296059,0.000102908,0.0001189204,0.00004687384,0.0004386979,0.0000165195,0.0002830879],"category_scores_gemma":[0.00007193441,0.00004680629,0.00001933003,0.0002737649,0.0009096342,0.0003301318,0.00006241778,0.00004416728,0.000001927208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002693552,"about_ca_system_score_gemma":0.0005084838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490196,"about_ca_topic_score_gemma":0.0001039511,"domain_scores_codex":[0.9991934,0.00004577441,0.0001908141,0.00009751652,0.0003893983,0.00008312427],"domain_scores_gemma":[0.9980255,0.00002644011,0.0002448774,0.0002263175,0.00144551,0.00003139014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004232711,0.0004951985,0.0004338677,0.00001268178,0.00000458357,4.020952e-8,0.5012081,8.872053e-7,0.0003073188,0.4955427,0.001663018,0.0003273432],"study_design_scores_gemma":[0.0002085171,0.0000546474,0.2419589,0.000015151,0.00001661423,9.342686e-8,0.7486696,7.501973e-8,0.0005911646,0.0007895507,0.007624405,0.00007123025],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6066286,0.0001655561,1.724418e-7,0.00007742547,0.0005388101,0.00008888524,0.000005074305,0.00001141082,0.3924841],"genre_scores_gemma":[0.9928699,0.0000013097,0.00004090413,0.00002241757,0.000293958,0.000009834887,0.000003858692,0.000004163451,0.006753698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4947532,"threshold_uncertainty_score":0.3351585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06035686128384617,"score_gpt":0.3535989295392808,"score_spread":0.2932420682554346,"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."}}