{"id":"W2167627147","doi":"10.5539/elt.v8n1p52","title":"Research Article Abstracts in Two Subdisciplines of Business—Move Structure and Hedging between Management and Marketing","year":2014,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Product (mathematics); Field (mathematics); Organizational structure; Computer science; Marketing; Sociology; Linguistics; Business; Economics; Management; Mathematics; Philosophy","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":[0.002816581,0.000139854,0.0002745119,0.0003107108,0.0003069668,0.0002014327,0.0001301252,0.00002280829,0.00008114768],"category_scores_gemma":[0.0008677174,0.0001177371,0.00002386764,0.00009648658,0.0002643541,0.0002740888,0.0002850877,0.0003794042,9.408202e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000194953,"about_ca_system_score_gemma":0.000004269965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008630338,"about_ca_topic_score_gemma":0.00272149,"domain_scores_codex":[0.9985123,0.000320441,0.000307251,0.0002771315,0.0002743776,0.0003085285],"domain_scores_gemma":[0.9990322,0.0005470679,0.00009367546,0.0002076271,0.00007496026,0.00004444653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002584901,0.00005528877,0.07830558,0.0005216405,0.0001724094,0.00004249649,0.8039867,0.0001897048,0.0004090164,0.02816261,0.0001297537,0.0879989],"study_design_scores_gemma":[0.001019453,0.00002201007,0.2271447,0.0006175183,0.0001234378,0.000001429709,0.7667478,0.0003871862,0.000368513,0.001853824,0.001343948,0.0003701806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396799,0.0009093879,0.00001268949,0.00007513761,0.00008695592,0.0001093685,0.00001008747,0.00003665638,0.05907987],"genre_scores_gemma":[0.9979088,0.00001313336,0.0005062349,0.00001715744,0.001041506,0.000004494429,0.000009656439,0.00002025716,0.0004788156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488391,"threshold_uncertainty_score":0.4801181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841309003148302,"score_gpt":0.3156269761296785,"score_spread":0.2972138860981955,"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."}}