{"id":"W2586992997","doi":"10.22495/cocv11i1c1art2","title":"A comparative analysis of the effect of board characteristics and governance indices on companies’ costs of financing: the Canadian evidence","year":2013,"lang":"en","type":"article","venue":"Corporate Ownership and Control","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Business; Cost of equity; Cost of capital; Equity (law); Quality (philosophy); Equity financing; Accounting; Debt financing; Debt; Finance; Index (typography); Economics; Profit (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":[0.0003845126,0.0001839337,0.0006359555,0.00008442727,0.0001468227,0.00008070152,0.0002901059,0.00005706799,0.00001833352],"category_scores_gemma":[0.0001648857,0.0001001277,0.00009679464,0.0008074968,0.0003671031,0.0003271216,0.00004606354,0.000135731,0.000004720602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003096162,"about_ca_system_score_gemma":0.00006408656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0583072,"about_ca_topic_score_gemma":0.06386369,"domain_scores_codex":[0.9989578,0.00006088035,0.0003421312,0.0002059454,0.0002451238,0.0001880972],"domain_scores_gemma":[0.9972887,0.0003690038,0.001789131,0.0002973656,0.0002347468,0.00002103853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001750895,0.00001384625,0.9922602,0.000128643,0.0001892409,9.140596e-7,0.0001281427,0.00009211326,0.0006748258,0.004406771,0.0005332389,0.001396969],"study_design_scores_gemma":[0.000574154,0.00008822165,0.9927819,0.0003144197,0.0005563759,2.145939e-7,0.00005756642,0.00473209,0.0002892526,0.0001180977,0.0003720644,0.0001156439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975627,0.0004174655,0.00001419931,0.0009352674,0.0001317451,0.0004969782,0.00006268353,0.000004706509,0.0003742587],"genre_scores_gemma":[0.999271,0.00005650931,0.000001704194,0.0004881894,0.00007564113,0.00002721912,0.000003934541,0.000006078918,0.00006972441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005556479,"threshold_uncertainty_score":0.9532183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747729680443674,"score_gpt":0.2181295507990974,"score_spread":0.1906522539946606,"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."}}