{"id":"W2774205358","doi":"10.1017/9781780684369.012","title":"Why opacity is just not good enough: the effectiveness and accountability of Canada's Office of the Superintendent of Financial Institutions","year":2017,"lang":"en","type":"book-chapter","venue":"Intersentia eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Accountability; Transparency (behavior); Financial crisis; Business; Accounting; Financial sector; Financial services; Public administration; Finance; Political science; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005040867,0.0001686481,0.0003575208,0.00003062439,0.0004397089,0.00002385302,0.0006562024,0.0001708029,0.00006413552],"category_scores_gemma":[0.0003811531,0.0001243104,0.0002050692,0.00001308242,0.002750004,0.00004657479,0.0001817006,0.0002770738,3.876061e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485728,"about_ca_system_score_gemma":0.003233503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9539263,"about_ca_topic_score_gemma":0.9922389,"domain_scores_codex":[0.9987303,0.0001082786,0.0003109433,0.0002213809,0.0004343814,0.0001946859],"domain_scores_gemma":[0.9983886,0.0002414977,0.0004964774,0.0005687363,0.0002363706,0.00006826454],"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":[0.0002342865,0.00003077183,0.0005107829,0.0004355593,0.0001962973,0.000005164991,0.01381368,0.000002237889,0.0003866983,0.9720498,0.01022394,0.002110766],"study_design_scores_gemma":[0.0002788532,0.00003542897,0.03545262,0.0007512922,0.0001587158,0.000004411819,0.0004161622,9.14388e-7,0.005140238,0.002652221,0.9548847,0.0002244632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1441466,0.0001240421,0.00001674598,0.002612087,0.001520764,0.001003539,0.005557301,0.000006486599,0.8450124],"genre_scores_gemma":[0.9659037,0.00001327897,0.000001524137,0.0005285514,0.00009381285,0.000006903056,8.530228e-7,0.000008576442,0.0334428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9693976,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03602930726901085,"score_gpt":0.2816769787445473,"score_spread":0.2456476714755365,"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."}}