{"id":"W4251709562","doi":"10.2139/ssrn.2180785","title":"Deleveraging Risk","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Deleveraging; Business; Finance","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":[0.002624362,0.0007023374,0.0004482724,0.001071492,0.001584859,0.00400688,0.0009766774,0.002007921,0.02769554],"category_scores_gemma":[0.01259645,0.0002920592,0.000617078,0.000568765,0.00580237,0.004979719,0.004022186,0.003501041,0.003090736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011315,"about_ca_system_score_gemma":0.001347187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001059423,"about_ca_topic_score_gemma":0.001140876,"domain_scores_codex":[0.9977667,0.0007388699,0.000101345,0.0004689208,0.0006636696,0.0002603886],"domain_scores_gemma":[0.9954222,0.001598938,0.000466439,0.001666376,0.0005849435,0.0002611461],"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":[0.000004476026,0.00001082701,0.0003036732,0.00001126424,0.000007144202,0.00008342145,0.0004272863,0.0002808823,0.0001802835,0.989045,0.0009951094,0.008650535],"study_design_scores_gemma":[0.000004247077,0.00001536873,0.0003607206,0.00002791448,0.000009961562,0.0001970621,0.0002525689,0.0005347918,0.0002203905,0.9745111,0.02385747,0.000008535311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04981948,0.001816151,0.1219768,0.02000525,0.0007835616,0.0001039953,0.0001340826,0.0001860367,0.8051746],"genre_scores_gemma":[0.8540286,0.001141332,0.01642529,0.002306298,0.0003841521,0.0001007568,0.00007645218,0.0001020693,0.1254351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02769554,"threshold_uncertainty_score":0.09265077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00937066384930075,"score_gpt":0.275077516783408,"score_spread":0.2657068529341073,"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."}}