{"id":"W3031637718","doi":"10.5744/rhm.2020.1008","title":"The Development of American Psychiatry’s Professional Style: DSM-III’s “Common Language”","year":2020,"lang":"en","type":"article","venue":"Rhetoric of Health & Medicine","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Standardization; Style (visual arts); Metadiscourse; Psychology; Professional association; Professional standards; Psychiatry; Engineering ethics; Linguistics; Public relations; Political science; Law; Engineering; History; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.04137929,0.0005335613,0.0004611845,0.005207495,0.006687866,0.008874437,0.001742775,0.002720441,0.001218087],"category_scores_gemma":[0.05523442,0.0005709523,0.0004799674,0.00324401,0.03831048,0.01131166,0.005749246,0.01000398,0.0004410918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009171403,"about_ca_system_score_gemma":0.01128263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008626861,"about_ca_topic_score_gemma":0.006717766,"domain_scores_codex":[0.9506088,0.03513769,0.002238936,0.001802806,0.009225819,0.0009859544],"domain_scores_gemma":[0.9505215,0.03030171,0.004143572,0.004227526,0.00896876,0.001836901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002019693,0.00001576982,0.0008602599,0.0001000085,0.00001030541,0.00008007721,0.0896954,0.00007538386,0.0003086388,0.8548942,0.02572981,0.02821002],"study_design_scores_gemma":[0.00003389698,0.00005634585,0.003284049,0.001530799,0.0000281088,0.0006609412,0.05709685,0.001200895,0.001231545,0.470843,0.4639539,0.00007971313],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05308598,0.02490769,0.1415653,0.5016213,0.01606395,0.0001638823,0.0001968615,0.0003061366,0.2620888],"genre_scores_gemma":[0.8829438,0.00656021,0.04984659,0.04585323,0.00584841,0.0003223722,0.0001908071,0.0003586698,0.008075886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9933121,"threshold_uncertainty_score":0.2188372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049459191070859,"score_gpt":0.3446438703018684,"score_spread":0.3041492783911598,"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."}}