{"id":"W2155120225","doi":"10.1017/s0047404507070352","title":"<scp>Anna Trosborg &amp; Poul Erik Flyvholm Jørgensen (eds.)</scp>, <i>Business discourse: Texts and contexts</i>","year":2007,"lang":"en","type":"article","venue":"Language in Society","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Power (physics); Accommodation; Discourse analysis; Media studies; Value (mathematics); Gender studies; Linguistics; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008092209,0.0002358462,0.0003525134,0.00007641679,0.0003191405,0.0002924042,0.0002219977,0.0001031055,0.0005192935],"category_scores_gemma":[0.00053378,0.0001900639,0.000202147,0.0001946948,0.0005613191,0.0001629509,0.0001120243,0.0003357235,0.00007094724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004410425,"about_ca_system_score_gemma":0.00005433541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794536,"about_ca_topic_score_gemma":0.006801696,"domain_scores_codex":[0.998149,0.00005412697,0.0003560746,0.0003683193,0.0004027691,0.0006697216],"domain_scores_gemma":[0.9988216,0.0003708235,0.000099841,0.0003226034,0.0001971905,0.0001879067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004282412,0.0005413467,0.02006501,0.000402382,0.0004824638,0.0004699573,0.7535645,0.000005485314,0.005481353,0.01820415,0.1660037,0.03473684],"study_design_scores_gemma":[0.001878206,0.0000592335,0.01515866,0.0001553769,0.0001184018,0.00001573853,0.1375441,0.0001206285,0.0004944477,0.002522678,0.8415221,0.0004104675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634399,0.006658064,0.0001837223,0.0003718126,0.0002758884,0.0002135657,0.0001438727,0.00009259541,0.02862056],"genre_scores_gemma":[0.948379,0.0004226077,0.0003407994,0.0009473286,0.001514233,0.00001276587,0.0001244474,0.00003994396,0.04821887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6755184,"threshold_uncertainty_score":0.775058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846407262710616,"score_gpt":0.2995218639957973,"score_spread":0.2810577913686911,"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."}}