{"id":"W4398255647","doi":"10.1017/9781009170628","title":"Hard Lessons in Corporate Governance","year":2024,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Corporate governance; Business; Accounting; Political science; Finance","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":[0.007247862,0.0008989872,0.0006829968,0.001354387,0.004558407,0.01383694,0.001131554,0.003954087,0.007795503],"category_scores_gemma":[0.01699064,0.0004517926,0.0004039834,0.001670131,0.03052767,0.01633792,0.005437106,0.01040519,0.00261447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00738388,"about_ca_system_score_gemma":0.006551411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00686292,"about_ca_topic_score_gemma":0.006794586,"domain_scores_codex":[0.9927179,0.003597596,0.0002727451,0.0006661945,0.002039873,0.0007057043],"domain_scores_gemma":[0.9931641,0.004095421,0.0003372884,0.0008677681,0.0008460527,0.000689303],"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":[0.000004128917,0.000008535065,0.0001131401,0.00005711902,0.00000448409,0.00002371129,0.001061363,0.0003350492,0.00002767762,0.9397482,0.0381199,0.02049661],"study_design_scores_gemma":[0.000005098898,0.000006492312,0.0001364334,0.000155697,0.00000183011,0.00002005214,0.0006411225,0.0001977601,0.00004169749,0.8338479,0.1649387,0.000007155766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005909584,0.08355076,0.02351737,0.4557475,0.005288816,0.00007421281,0.0001208985,0.0001932502,0.4255975],"genre_scores_gemma":[0.4976124,0.07815262,0.02229919,0.1170165,0.01130987,0.0004983361,0.0002797724,0.0006321883,0.272199],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01383694,"threshold_uncertainty_score":0.05357409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933620328539864,"score_gpt":0.1936957675231643,"score_spread":0.1543595642377656,"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."}}