{"id":"W4229712010","doi":"10.2139/ssrn.2139073","title":"Uncovering Collateral Constraints","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Collateralization; Collateral; Ex-ante; Business; Agency (philosophy); Monetary economics; Finance; Economics","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":[0.0007949304,0.000339138,0.0006673415,0.001755838,0.000533716,0.002154729,0.0005698891,0.0008553055,0.01091649],"category_scores_gemma":[0.01256048,0.0003632296,0.0002675598,0.001701744,0.0007265335,0.003425098,0.001183502,0.001194464,0.0007490477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004612201,"about_ca_system_score_gemma":0.0007604075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640669,"about_ca_topic_score_gemma":0.001760094,"domain_scores_codex":[0.9996601,0.00008205776,0.00002903001,0.00008559103,0.00008242025,0.0000606517],"domain_scores_gemma":[0.9943178,0.002413454,0.001601605,0.000948244,0.0004033592,0.0003154873],"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":[0.0007976233,0.0003673592,0.1840176,0.0003960208,0.0002556766,0.003564081,0.001140803,0.08246114,0.009955924,0.499021,0.02746307,0.1905597],"study_design_scores_gemma":[0.00007384099,0.0001336773,0.05375222,0.000161087,0.000119185,0.000857737,0.0006528042,0.475148,0.003772859,0.4506123,0.01464684,0.00006942756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985633,0.001258425,0.06191935,0.002168335,0.00009038125,0.00005744572,0.001840986,0.0004916782,0.03360999],"genre_scores_gemma":[0.9922664,0.0002807138,0.004648571,0.00003882318,0.00004743324,0.00001270248,0.0004396164,0.00003719642,0.002228599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091649,"threshold_uncertainty_score":0.03651935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272408117981787,"score_gpt":0.2078528414693981,"score_spread":0.1951287602895802,"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."}}