{"id":"W2051362196","doi":"10.1007/s10730-012-9185-x","title":"The Question of Professionalization: A Narrative","year":2012,"lang":"en","type":"article","venue":"HEC Forum","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Professionalization; Philosophy of medicine; Dialogical self; Sociology; Narrative; Medical law; Applied ethics; Nursing ethics; Engineering ethics; Political science; Medicine; Law; Social science; Epistemology; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.01867426,0.0004500399,0.0005724936,0.00218995,0.01911533,0.01848965,0.001786949,0.01520216,0.005595091],"category_scores_gemma":[0.03113284,0.0004128798,0.0004189307,0.003482542,0.06496613,0.02093537,0.009697553,0.0173921,0.0004706247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161968,"about_ca_system_score_gemma":0.009548809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552832,"about_ca_topic_score_gemma":0.010772,"domain_scores_codex":[0.9888882,0.007434822,0.0001904062,0.0006284727,0.000997049,0.001861022],"domain_scores_gemma":[0.9710586,0.02414969,0.0008001574,0.0008379014,0.001272637,0.001881033],"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":[0.00001501788,0.00001309732,0.00009186306,0.00003158844,9.291524e-7,0.0001249205,0.07479608,0.00002383402,0.00005660031,0.9072939,0.01460838,0.002943782],"study_design_scores_gemma":[0.00002181892,0.00002381061,0.0006914158,0.0003744774,0.000003813313,0.0002797761,0.1276276,0.0001930692,0.0002249437,0.1933833,0.6771513,0.00002475826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04516208,0.01797137,0.004129262,0.6447016,0.002515554,0.00005248293,0.00007367906,0.00003103198,0.285363],"genre_scores_gemma":[0.9009048,0.006167378,0.000807302,0.04596772,0.002593702,0.0001088956,0.0000397601,0.0001141446,0.04329641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01911533,"threshold_uncertainty_score":0.09876013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361128859700747,"score_gpt":0.2576460514968063,"score_spread":0.2440347628997988,"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."}}