{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003294169,0.0004971836,0.0007996853,0.003426027,0.002402676,0.006053704,0.001330394,0.001980493,0.05076968],"category_scores_gemma":[0.03350608,0.0006322945,0.0003934265,0.005192463,0.003053314,0.01211762,0.003444015,0.003249344,0.005783256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935655,"about_ca_system_score_gemma":0.003600663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002413556,"about_ca_topic_score_gemma":0.002675444,"domain_scores_codex":[0.9977735,0.0004779142,0.0001836793,0.0005965587,0.0006401917,0.0003282473],"domain_scores_gemma":[0.9805614,0.008521925,0.002994638,0.005508214,0.001868782,0.0005450369],"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":[0.0001899194,0.0001124624,0.02267996,0.0002358847,0.00003435296,0.001155951,0.003594137,0.001761585,0.0009013689,0.8820322,0.02300416,0.06429786],"study_design_scores_gemma":[0.00004821979,0.00009119146,0.01308079,0.0004669504,0.00009995452,0.001038966,0.003919116,0.01878558,0.002888711,0.8282864,0.1312265,0.00006766648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3956019,0.001987272,0.1235427,0.01614556,0.0004918311,0.0003960372,0.01129053,0.001343268,0.4492009],"genre_scores_gemma":[0.9362339,0.001091619,0.01012265,0.000401833,0.0002346242,0.0001592759,0.002378092,0.000244303,0.0491337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05076968,"threshold_uncertainty_score":0.1698415,"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."}}