{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003373732,0.00006175448,0.00006224831,0.00006038043,0.0007985217,0.00008260045,0.0002662418,0.00003031158,0.0001063608],"category_scores_gemma":[0.00008301491,0.0000521523,0.00005835018,0.0001656025,0.00007913874,0.0005657619,0.00002828499,0.0007117067,0.0001400998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004008582,"about_ca_system_score_gemma":0.0004957215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003359104,"about_ca_topic_score_gemma":0.001567272,"domain_scores_codex":[0.996847,0.0001671817,0.0001056861,0.00007067277,0.0003028221,0.002506651],"domain_scores_gemma":[0.999671,0.00002926684,0.00008769643,0.0000674405,0.00002583854,0.0001187451],"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":[0.000006582118,0.00004815346,0.1087767,0.000001076989,0.00005210792,6.012806e-7,0.007462096,0.000008901927,0.00001050883,0.7593063,0.0005903887,0.1237365],"study_design_scores_gemma":[0.0005625036,0.00008773368,0.01965455,0.00001826113,0.00009647334,0.00003819019,0.1215156,0.00003220537,0.00001501222,0.4394069,0.4181691,0.0004035026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7879345,0.004873191,0.01258942,0.001183426,0.0009871507,0.0001149882,3.117348e-7,0.00006738822,0.1922496],"genre_scores_gemma":[0.979075,0.005823544,0.00005618206,0.00007198448,0.0009001428,0.000001206257,1.848226e-7,0.000006304021,0.01406544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4175787,"threshold_uncertainty_score":0.6141664,"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."}}