{"id":"W3027000697","doi":"10.18778/1733-8077.16.2.06","title":"Feigning Incompetence in the Field","year":2020,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Professionalization; Competence (human resources); Phenomenon; Sociology; Ethnography; Psychology; Public relations; Social psychology; Epistemology; Political science; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009716272,0.00009367823,0.0002231708,0.00002260818,0.0001271681,0.00001948262,0.0002570117,0.00002488168,0.0004447397],"category_scores_gemma":[0.001841464,0.00006128242,0.00004885788,0.0003921931,0.00009546112,0.000186786,0.0001232021,0.0001355715,0.0004996363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005810353,"about_ca_system_score_gemma":0.000004947947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002540391,"about_ca_topic_score_gemma":0.000009439877,"domain_scores_codex":[0.9992287,0.0001559706,0.0002253671,0.0001590151,0.0001041436,0.0001268546],"domain_scores_gemma":[0.9990615,0.0006844447,0.0001244231,0.00006758916,0.00005859413,0.000003473779],"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":[0.000005347099,0.0000200853,0.01091733,0.002391812,0.00003663599,0.000007335348,0.01625324,0.000001078509,0.000004274234,0.7712954,0.1972828,0.001784635],"study_design_scores_gemma":[0.0003692088,0.00004308492,0.01201106,0.0007602214,0.000109915,3.28132e-7,0.03462945,0.00006835692,9.620265e-7,0.09385232,0.8578019,0.0003531757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007812639,0.1324938,0.002935675,0.7465759,0.000195257,0.001218035,0.000001818982,0.0001289752,0.1086379],"genre_scores_gemma":[0.4516154,0.00526459,0.0002654471,0.5422649,0.0004594887,0.00005555703,0.00002268482,0.000008700159,0.00004316487],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6774431,"threshold_uncertainty_score":0.642198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09003770867739957,"score_gpt":0.3719512926592525,"score_spread":0.2819135839818529,"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."}}