{"id":"W2104249122","doi":"10.1590/s1518-76322010000300008","title":"Genre, ideology, and knowledge in academic research and public policy","year":2010,"lang":"en","type":"article","venue":"Linguagem em (Dis)curso","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Ideology; Negotiation; Inscribed figure; Commission; Sociology; Dimension (graph theory); Political science; Law; Epistemology; Social science; Politics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02048945,0.0004398687,0.0006993721,0.01323692,0.01193936,0.02432387,0.001285902,0.003110268,0.003526219],"category_scores_gemma":[0.02455525,0.0003866724,0.0003996673,0.01196515,0.06881288,0.01169906,0.007090269,0.00298215,0.0002740005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01332803,"about_ca_system_score_gemma":0.00747461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006090873,"about_ca_topic_score_gemma":0.006028246,"domain_scores_codex":[0.9751272,0.01965839,0.0007156789,0.0007561033,0.002778529,0.0009639636],"domain_scores_gemma":[0.9547307,0.03796629,0.003118445,0.001406296,0.001358964,0.001419277],"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":[0.00002078784,0.00005559286,0.002354762,0.0001650061,0.00001047161,0.000200548,0.1288994,0.0001640399,0.0001407709,0.8486446,0.001173659,0.01817044],"study_design_scores_gemma":[0.00004294371,0.00005270628,0.006129221,0.001169312,0.00002778849,0.0002915987,0.2687613,0.000710244,0.0003315331,0.6331243,0.08931893,0.0000401034],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.300348,0.04759134,0.01102978,0.05775268,0.0008959129,0.0001074301,0.0000837429,0.00007262669,0.5821185],"genre_scores_gemma":[0.9874965,0.005106796,0.002496672,0.001076113,0.000468923,0.00008224115,0.00001846219,0.00003051335,0.003223723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02432387,"threshold_uncertainty_score":0.1083599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09466599186678952,"score_gpt":0.4121327929454037,"score_spread":0.3174668010786141,"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."}}