{"id":"W2140703634","doi":"10.1111/joms.12030","title":"Professions and Institutional Change: Towards an Institutionalist Sociology of the Professions","year":2013,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":431,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Professionalization; Institutionalisation; Sociology; Agency (philosophy); Perspective (graphical); Context (archaeology); Institutional change; Engineering ethics; Discipline; Institutional theory; Epistemology; Social science; Political science; Public administration; Law","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":[0.0004338649,0.0001604282,0.0002919525,0.0002403267,0.0008134386,0.00004158858,0.0003263022,0.00003952168,0.0001186305],"category_scores_gemma":[0.0001653974,0.00009310629,0.0000803869,0.0003490142,0.0007063158,0.001313694,0.0009754024,0.0001420997,0.00001292985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004047191,"about_ca_system_score_gemma":0.00002092241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005393028,"about_ca_topic_score_gemma":0.00003707548,"domain_scores_codex":[0.9987603,0.00003256565,0.0004733675,0.0001431966,0.0004182663,0.0001723147],"domain_scores_gemma":[0.9985878,0.00003296847,0.0005945286,0.0001352557,0.0006356687,0.00001374384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003235373,0.0003701357,0.1234551,0.0009280873,0.0009852528,0.000009147102,0.001552261,0.00005535397,0.00004781204,0.8203408,0.04519273,0.007030999],"study_design_scores_gemma":[0.0007852733,0.00003096012,0.9020139,0.000354673,0.0003054234,0.000003670148,0.01155107,0.00009921845,0.000007655301,0.04976793,0.03490412,0.0001760841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8927662,0.005855868,0.0008131416,0.06771588,0.004171604,0.002119419,0.000007140656,0.00006494397,0.02648575],"genre_scores_gemma":[0.9947165,0.0006984965,0.000672468,0.002309568,0.0007990362,0.0000588425,0.00000416668,0.000009534684,0.0007314083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7785588,"threshold_uncertainty_score":0.6256394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07273478551825927,"score_gpt":0.3096845555689325,"score_spread":0.2369497700506733,"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."}}