{"id":"W2990368852","doi":"","title":"What Is Corporate Governance? Can We Measure It? Can Investment Fiduciaries Rely on It?","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Corporate governance; Accounting; Fiduciary; Business; Corporation; Institutional investor; Corporate law; Shareholder; Economics; Finance; Political science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001227723,0.0004091748,0.0003461803,0.0001222334,0.0007363923,0.0008956056,0.000605187,0.0001359851,0.0002237791],"category_scores_gemma":[0.0001139122,0.0003573542,0.0001680689,0.0005935152,0.0001906286,0.001750015,0.0001115403,0.001487406,0.0003563662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088137,"about_ca_system_score_gemma":0.001518131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483504,"about_ca_topic_score_gemma":0.04461533,"domain_scores_codex":[0.9960374,0.00003284919,0.0005097898,0.0004839163,0.0008110934,0.002124913],"domain_scores_gemma":[0.9976899,0.00002713322,0.001390804,0.0004145144,0.0004297365,0.00004788634],"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":[0.0005939811,0.0002776683,0.005052068,0.00007337648,0.0003737104,0.00007360929,0.0008852272,0.00003629282,0.0002940094,0.8043918,0.1449811,0.04296719],"study_design_scores_gemma":[0.001180781,0.0003284915,0.002395683,0.000710202,0.0001081506,0.00008030648,0.002025881,0.0001520901,0.0004020153,0.5636582,0.4282903,0.0006678806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5398478,0.01866203,0.000407264,0.3990383,0.009916471,0.00101824,0.0000508409,0.0002765701,0.03078244],"genre_scores_gemma":[0.942039,0.01290835,0.00001650335,0.03235468,0.004035714,0.00001317377,0.00001033868,0.0000621471,0.008560131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4021912,"threshold_uncertainty_score":0.9998878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02646001971836279,"score_gpt":0.2199603503611575,"score_spread":0.1935003306427947,"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."}}