{"id":"W2302387385","doi":"","title":"Principles of contemporary corporate governance, 2nd edition","year":2010,"lang":"en","type":"article","venue":"","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Stakeholder; Political science; Appeal; Corporate law; Accounting; Presentation (obstetrics); Public relations; Business; Management; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002007523,0.0001233427,0.0001922471,0.00004256883,0.0000630461,0.000061121,0.0002038707,0.00006717828,0.0008504574],"category_scores_gemma":[0.00006957693,0.0001073387,0.00008816213,0.0002677197,0.00009230894,0.001224304,0.0000922925,0.0001507263,0.0001518689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004629407,"about_ca_system_score_gemma":0.00004139338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008236478,"about_ca_topic_score_gemma":0.0007484293,"domain_scores_codex":[0.9991407,0.000002508286,0.0003025993,0.0001925056,0.0002268308,0.0001348725],"domain_scores_gemma":[0.9986262,0.00002116576,0.0009207153,0.0002472374,0.000176086,0.00000857039],"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":[0.00004978145,0.0001181812,0.03874147,0.0001119655,0.00005411212,0.00001198649,0.000006633767,0.000009613367,0.00972777,0.9245421,0.02593315,0.0006931727],"study_design_scores_gemma":[0.0005820484,0.0000144024,0.1573705,0.00003223718,0.0000844836,0.000002083349,0.00002637174,0.001091945,0.003915049,0.01357988,0.8229943,0.0003067318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4922791,0.000106132,0.0002695936,0.0009602876,0.001387729,0.0002139434,0.00002294579,0.0001149781,0.5046453],"genre_scores_gemma":[0.9942718,0.000007269135,0.0002539287,0.0006961832,0.0009723983,0.000008846611,0.00002555213,0.00001422624,0.003749766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9109623,"threshold_uncertainty_score":0.9311912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04239627826883355,"score_gpt":0.2088240351576732,"score_spread":0.1664277568888397,"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."}}