{"id":"W2097598244","doi":"10.2139/ssrn.1919166","title":"Alleviating Coordination Problems and Regulatory Constraints Through Financial Risk Management","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Center for Interuniversity Research and Analysis on Organizations; HEC Montréal","funders":"","keywords":"Business; Financial regulation; Risk management; Regulatory reform; Systemic risk; Finance; Risk analysis (engineering); Economics; Financial crisis","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":[0.005194469,0.0006629706,0.0006255076,0.0008088852,0.0007870241,0.003808506,0.001363892,0.001390482,0.005656504],"category_scores_gemma":[0.0203672,0.0003281347,0.0004112606,0.0009848047,0.0007882554,0.003705733,0.002915364,0.001932826,0.000589747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007365086,"about_ca_system_score_gemma":0.002413146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009204895,"about_ca_topic_score_gemma":0.001157266,"domain_scores_codex":[0.9975393,0.001128792,0.000135777,0.0003582358,0.0004802433,0.0003575491],"domain_scores_gemma":[0.983348,0.00695216,0.005347822,0.002077417,0.001224658,0.001050069],"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":[0.0005161787,0.0008473144,0.01465956,0.0002757499,0.0002289767,0.0008602539,0.00156375,0.2398894,0.01007713,0.3198983,0.01152342,0.3996601],"study_design_scores_gemma":[0.0002766361,0.0004795837,0.007278367,0.0001686764,0.0002191574,0.0004011603,0.001204625,0.4777042,0.005946157,0.4852278,0.02100371,0.00009005747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3031912,0.001427604,0.6200964,0.008579327,0.0002740377,0.0001856469,0.0000964057,0.0009862466,0.06516303],"genre_scores_gemma":[0.9660873,0.000272569,0.02924957,0.0002674837,0.0001064246,0.00005376275,0.00003326224,0.00004576905,0.003883768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005656504,"threshold_uncertainty_score":0.0274713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514845516683391,"score_gpt":0.1986863679641561,"score_spread":0.1835379127973222,"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."}}