{"id":"W4231499744","doi":"10.2139/ssrn.1361197","title":"Efficient Recapitalization","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"York University; Harvard University; Oesterreichische Nationalbank; Princeton University","keywords":"Recapitalization; Business; Financial system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008986267,0.00009134655,0.0001029494,0.00006447316,0.0001677253,0.0001779535,0.0005244968,0.00004056239,0.000002807603],"category_scores_gemma":[0.00001979048,0.00007731225,0.00006405297,0.000306688,0.000008141936,0.000166664,0.00001766403,0.0005006121,0.00004401594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003555424,"about_ca_system_score_gemma":0.0005477547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004088862,"about_ca_topic_score_gemma":0.000008637238,"domain_scores_codex":[0.9980566,0.00004702939,0.0002117049,0.0001720576,0.0002566421,0.001255956],"domain_scores_gemma":[0.9995136,0.000007952304,0.0001113131,0.0002145414,0.00008673852,0.00006591752],"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":[0.000002755798,0.00004619976,0.00003094493,6.284479e-7,0.000009223701,0.000003535043,0.00009848454,0.001946058,0.0001862852,0.9257217,0.0002311893,0.07172301],"study_design_scores_gemma":[0.001345006,0.0009528079,0.002834977,0.00006448491,0.00001261503,0.002160477,0.0003489787,0.2070084,0.0002371877,0.770288,0.01418519,0.0005618358],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02786967,0.002067897,0.965752,0.001567007,0.0003027164,0.00006203823,4.788398e-7,0.00007624522,0.002301967],"genre_scores_gemma":[0.9984252,0.0001895069,0.0005574916,0.0001687772,0.0001365704,8.885205e-7,0.000001153753,0.00000351075,0.0005168877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9705555,"threshold_uncertainty_score":0.3152702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004657712907992581,"score_gpt":0.2198026037531512,"score_spread":0.2151448908451586,"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."}}