{"id":"W4235009433","doi":"10.2139/ssrn.1825124","title":"Risk Topography","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Computer science; Geology","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":[0.0002174501,0.000401913,0.0003783648,0.001376172,0.00059306,0.001763654,0.0004434978,0.0006415711,0.0486362],"category_scores_gemma":[0.001606194,0.0002078538,0.0003352657,0.0004861296,0.0005423028,0.001752229,0.0008328481,0.0008475407,0.01086353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000399663,"about_ca_system_score_gemma":0.0002189474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009349644,"about_ca_topic_score_gemma":0.0004931213,"domain_scores_codex":[0.999809,0.00001636713,0.000008936167,0.00006166384,0.00006398361,0.00004007973],"domain_scores_gemma":[0.9995733,0.0000715225,0.00006688269,0.00008846846,0.0001268991,0.00007292668],"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":[0.0000550052,0.00004727639,0.003726109,0.00005749573,0.00002644706,0.0005139034,0.0002215837,0.01152315,0.01258567,0.8923188,0.01141278,0.0675118],"study_design_scores_gemma":[0.00002317883,0.00009464897,0.01436635,0.00003228667,0.00003211544,0.002234308,0.0003678682,0.07537533,0.005586953,0.8450035,0.05682852,0.00005498698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2397478,0.001240809,0.1740144,0.001878071,0.0002502751,0.0001177987,0.001323271,0.001350224,0.5800774],"genre_scores_gemma":[0.8656049,0.0004952606,0.007605624,0.0002003713,0.0001468038,0.00003231057,0.0006332921,0.0002278004,0.1250535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0486362,"threshold_uncertainty_score":0.1627043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476943627951368,"score_gpt":0.2016224006075307,"score_spread":0.186852964328017,"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."}}