{"id":"W2520850800","doi":"10.1017/beq.2016.45","title":"Professionalism, Agency, and Market Failures","year":2016,"lang":"en","type":"article","venue":"Business Ethics Quarterly","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Duty; Agency (philosophy); Business; Market failure; Shareholder; Ideal (ethics); Business ethics; Law and economics; State (computer science); Industrial organization; Economics; Microeconomics; Corporate governance; Finance; Law; Management; 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":[],"consensus_categories":[],"category_scores_codex":[0.009675081,0.0001839792,0.0001995342,0.0008802451,0.002531152,0.004490027,0.0005162787,0.002477164,0.004986413],"category_scores_gemma":[0.01742874,0.0001444914,0.0002173713,0.0004372187,0.02279829,0.003407895,0.004600691,0.002708074,0.0004546824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003543165,"about_ca_system_score_gemma":0.00408251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238929,"about_ca_topic_score_gemma":0.0009357566,"domain_scores_codex":[0.9911197,0.005691268,0.0002109158,0.0004752261,0.001671211,0.0008317161],"domain_scores_gemma":[0.9742847,0.01514343,0.00404376,0.001374144,0.002431348,0.002722529],"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":[0.0000219697,0.00006130331,0.002776338,0.00003091176,0.000005730493,0.0001579402,0.004025181,0.0006442163,0.0001127963,0.9829607,0.002268773,0.006934199],"study_design_scores_gemma":[0.00003856147,0.0000666398,0.003313064,0.000122255,0.000008080456,0.0004598022,0.004205807,0.00351072,0.0003933956,0.9519259,0.03593585,0.0000199539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.277133,0.002154589,0.03325521,0.08579584,0.0002018801,0.00007836024,0.00003063189,0.00004347774,0.601307],"genre_scores_gemma":[0.9951261,0.0002011636,0.0005394926,0.0006786638,0.00005080067,0.00001813542,0.00000303576,0.00000331851,0.003379228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009675081,"threshold_uncertainty_score":0.05116737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2798185655756876,"score_gpt":0.4402573974422764,"score_spread":0.1604388318665888,"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."}}