{"id":"W2171650139","doi":"10.1108/14720700810853428","title":"Towards an impartial and effective corporate governance rating system","year":2008,"lang":"en","type":"article","venue":"Corporate Governance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Corporate governance; Stakeholder; Accounting; Business; Shareholder; Corporate security; Corporate communication; Originality; Public relations; 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":[0.1791175,0.0006981476,0.001319096,0.01039102,0.002503888,0.01298452,0.002481223,0.002152085,0.002302498],"category_scores_gemma":[0.2571916,0.0007074323,0.0007225592,0.005758289,0.00380587,0.01042476,0.004703464,0.004254429,0.001712529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004780986,"about_ca_system_score_gemma":0.0101547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003028,"about_ca_topic_score_gemma":0.002388037,"domain_scores_codex":[0.8596919,0.08350049,0.01633606,0.006217483,0.03251253,0.001741573],"domain_scores_gemma":[0.6606488,0.103771,0.034231,0.0368756,0.1601226,0.004351112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002854101,0.0007245548,0.07783437,0.0009756793,0.0001215047,0.000213753,0.004115293,0.006920232,0.006472287,0.2105723,0.02254942,0.6692151],"study_design_scores_gemma":[0.0004035569,0.003753415,0.1913872,0.005659747,0.0005585504,0.00134561,0.01827937,0.2159124,0.02984119,0.2723796,0.2593221,0.001157178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1000369,0.001368751,0.827535,0.01006388,0.000894094,0.004832769,0.0007485425,0.002487001,0.05203311],"genre_scores_gemma":[0.3412464,0.000418036,0.6523053,0.0006158254,0.0002715958,0.001454432,0.000603303,0.000192457,0.002892644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1791175,"threshold_uncertainty_score":0.947275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931276913779684,"score_gpt":0.2076092344725365,"score_spread":0.1782964653347397,"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."}}