{"id":"W2153695810","doi":"10.1177/1350508409343400","title":"Analysing, Accounting for and Unmasking Domination: On Our Role as Scholars of Practice, Practitioners of Social Science and Public Intellectuals","year":2009,"lang":"en","type":"article","venue":"Organization","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reflexivity; Sociology; Comprehension; Epistemology; Order (exchange); Work (physics); Public relations; Social science; Political science","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":[0.112288,0.001137272,0.001336806,0.007744829,0.01330623,0.02940143,0.003220405,0.007367928,0.001706993],"category_scores_gemma":[0.1007593,0.0007956405,0.0006420442,0.00625334,0.135147,0.05163836,0.01717523,0.008956,0.0002825276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01412725,"about_ca_system_score_gemma":0.02277639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00752457,"about_ca_topic_score_gemma":0.00745253,"domain_scores_codex":[0.9205277,0.06715355,0.001194779,0.002385622,0.006493818,0.002244487],"domain_scores_gemma":[0.7751265,0.1933697,0.009542341,0.009915242,0.009315161,0.002731004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004455301,0.00005157742,0.003969085,0.0001620643,0.00001845916,0.0002022549,0.4727129,0.000574175,0.0003457285,0.4866535,0.002107755,0.03315797],"study_design_scores_gemma":[0.0000199338,0.00003725618,0.001659653,0.0006985475,0.00002020411,0.000175338,0.1926854,0.002074653,0.0005529996,0.7443196,0.05770393,0.00005245488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3904299,0.04228527,0.1300921,0.3325654,0.001045171,0.0002032077,0.00004334811,0.0003534728,0.1029822],"genre_scores_gemma":[0.9783834,0.005516211,0.01069939,0.00270799,0.0003224112,0.0001035077,0.0000104416,0.00009177711,0.002164972],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9866938,"threshold_uncertainty_score":0.5938427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124216995262857,"score_gpt":0.3221949022658883,"score_spread":0.3109527323132597,"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."}}