{"id":"W1992737851","doi":"10.1177/1050651905275625","title":"Genre Theory, Health-Care Discourse, and Professional Identity Formation","year":2005,"lang":"en","type":"article","venue":"Journal of Business and Technical Communication","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; University of Waterloo","funders":"","keywords":"Rhetorical question; Identity (music); Context (archaeology); Sociology; Health care; Value (mathematics); Function (biology); Public relations; Social identity theory; Epistemology; Linguistics; Social science; Political science; Computer science; Aesthetics; Social group; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006262647,0.00008431785,0.0002130233,0.0001067025,0.0004881092,0.0001411996,0.0001951561,0.00003031279,0.00008048215],"category_scores_gemma":[0.00007914674,0.00005819737,0.00004563892,0.00005707979,0.0003250168,0.00131076,0.0001648965,0.0001920473,0.000001477476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000420136,"about_ca_system_score_gemma":0.00003085889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002837702,"about_ca_topic_score_gemma":0.00138124,"domain_scores_codex":[0.9991228,0.0001155278,0.0004059534,0.0000626098,0.0002038326,0.00008927738],"domain_scores_gemma":[0.9988406,0.00008017537,0.000436976,0.0001921382,0.0004103294,0.000039805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008423861,0.0002412748,0.0003876618,0.0001640223,0.00009381049,0.000001547977,0.0267546,0.00001647648,0.00006886666,0.7014113,0.00360407,0.2671721],"study_design_scores_gemma":[0.004544042,0.0006650179,0.1630597,0.003440307,0.001128354,0.0005259318,0.2982141,0.0004723575,0.0001166191,0.09206419,0.4344172,0.001352157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6276163,0.2086472,0.01325742,0.1087478,0.0005659694,0.0007784081,0.00005232586,0.0001366081,0.04019789],"genre_scores_gemma":[0.9954939,0.002580821,0.001226449,0.0003011699,0.0002165991,0.000004694866,0.00001325674,0.000006729882,0.0001563732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6093471,"threshold_uncertainty_score":0.3754191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511664114006953,"score_gpt":0.3329634451301618,"score_spread":0.3078468039900922,"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."}}