{"id":"W3017342830","doi":"10.2139/ssrn.3558889","title":"Digital Finance & Crisis","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thomson Reuters (Canada)","funders":"","keywords":"Financial crisis; Economics; Finance; Business; Financial system; Keynesian economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004122273,0.0007141227,0.0007235766,0.004485356,0.001119492,0.008990088,0.0005572509,0.003797119,0.6298574],"category_scores_gemma":[0.006890375,0.0003794262,0.0002288534,0.005596518,0.0009683112,0.004225933,0.001719563,0.001610713,0.3898856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482047,"about_ca_system_score_gemma":0.0009648679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00237198,"about_ca_topic_score_gemma":0.00322353,"domain_scores_codex":[0.9997377,0.0000373084,0.0000196195,0.00004672444,0.0001217578,0.00003685782],"domain_scores_gemma":[0.9976883,0.000662872,0.0004227365,0.0002280507,0.000488832,0.0005092396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005102984,0.00002906315,0.0006462991,0.0001463836,0.000003558459,0.000101175,0.00003501628,0.0001528684,0.00006389403,0.01713317,0.8881908,0.09344668],"study_design_scores_gemma":[0.00003576329,0.00003334577,0.003529601,0.0003456579,0.000007618033,0.0002399115,0.000108365,0.0003850725,0.0002266189,0.02886335,0.9662042,0.00002053799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002077694,0.004131143,0.0004474332,0.01036265,0.001531178,0.00002947467,0.01393092,0.0013413,0.9661482],"genre_scores_gemma":[0.04276422,0.006916317,0.0006288856,0.002012747,0.002327745,0.00006131974,0.004779833,0.0008227777,0.9396862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6298574,"threshold_uncertainty_score":0.5279635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167665241481887,"score_gpt":0.2137813738887925,"score_spread":0.1921047214739737,"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."}}