{"id":"W4243985154","doi":"10.2139/ssrn.891337","title":"Uncovering Collateral","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Collateral; 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":[0.0002466123,0.00009439306,0.0001091275,0.00004421939,0.0003129413,0.0001032145,0.0001357179,0.00002510979,0.0004928562],"category_scores_gemma":[0.000007373796,0.00007498754,0.00008831421,0.00001970557,0.00006047013,0.0002736584,0.00001590771,0.0007475573,0.0002633121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000815608,"about_ca_system_score_gemma":0.000432782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001153781,"about_ca_topic_score_gemma":0.002974224,"domain_scores_codex":[0.9982403,0.0000225182,0.0001916274,0.00009009748,0.0001398504,0.001315621],"domain_scores_gemma":[0.9997444,0.00001625942,0.00004439996,0.00006718315,0.00003966542,0.0000881208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001285521,0.00002888265,0.00004851504,0.000001366293,0.00003065974,0.000001956156,0.0008475904,0.00002564648,0.00000657449,0.9757517,0.0003811767,0.0228631],"study_design_scores_gemma":[0.0001844096,0.0001030772,0.000006033013,0.000003931485,0.000007800368,0.00004597692,0.0004664731,0.0001160975,0.000001877749,0.3021977,0.6967702,0.00009647871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.364531,0.002875765,0.00167302,0.006417549,0.001225328,0.0001127783,0.00001159726,0.0001416976,0.6230112],"genre_scores_gemma":[0.9197143,0.0001708297,0.00001284623,0.0004126992,0.002084272,0.00000142223,0.000001676284,0.00001217185,0.07758979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.696389,"threshold_uncertainty_score":0.539643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076062904756328,"score_gpt":0.1999159725138753,"score_spread":0.189155343466312,"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."}}