{"id":"W3008219530","doi":"10.1093/jpo/joaa005","title":"Professional employees and professional managers: conflicting logics, hybridity, and restratification","year":2020,"lang":"en","type":"article","venue":"Journal of Professions and Organization","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Hybridity; Resistance (ecology); Work (physics); Sociology; Public relations; Political science; Stratification (seeds); Engineering ethics; Engineering; Ecology; Anthropology; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01034369,0.0001801132,0.0003774312,0.001917016,0.004561924,0.006746273,0.0009039247,0.0007377192,0.002060437],"category_scores_gemma":[0.02956156,0.0003031129,0.0001712559,0.001455815,0.01031739,0.001903767,0.005428706,0.001270573,0.0001041712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005293962,"about_ca_system_score_gemma":0.005082067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03755883,"about_ca_topic_score_gemma":0.06296021,"domain_scores_codex":[0.9896832,0.005203531,0.0005004612,0.0005563212,0.003048163,0.001008437],"domain_scores_gemma":[0.9633328,0.02247884,0.00809021,0.001213037,0.002291404,0.002593623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001669012,0.0001006016,0.3305636,0.0001236546,0.00003915924,0.0003517474,0.6451173,0.00007119227,0.000779065,0.00477217,0.0002958855,0.01761869],"study_design_scores_gemma":[0.000008869111,0.00006477828,0.234912,0.000112862,0.00001814699,0.0002332057,0.7593136,0.0002110997,0.0001746996,0.001993677,0.002931219,0.00002583695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958827,0.0001697838,0.0001978748,0.0004049522,0.000004309581,0.000007439332,0.000005160334,0.00000177832,0.003325957],"genre_scores_gemma":[0.9996833,0.00004501522,0.00004767554,0.00004207119,0.000002580798,0.000002766857,0.000002786867,7.418846e-7,0.0001731044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03755883,"threshold_uncertainty_score":0.07468039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795118029168119,"score_gpt":0.2603519015036758,"score_spread":0.2324007212119946,"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."}}