{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001688092,0.0001164811,0.0002125732,0.0001310501,0.0001739941,0.00005480838,0.0001691087,0.00005695765,0.0001728943],"category_scores_gemma":[0.00002592102,0.0001286551,0.0001087195,0.0001466032,0.00004213613,0.0004264856,0.00003210329,0.000661682,0.0008359061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006942499,"about_ca_system_score_gemma":0.00013121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005959674,"about_ca_topic_score_gemma":0.00004772547,"domain_scores_codex":[0.9972607,0.000009323583,0.0003797278,0.0001318395,0.00004095839,0.002177477],"domain_scores_gemma":[0.9995589,0.000008946336,0.0002187799,0.0001212478,0.00001596183,0.00007616748],"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":[0.00001149313,0.00004086621,0.1161664,0.000003241802,0.00006450335,0.000001333463,0.0001614269,0.00002823962,0.000005291187,0.869582,0.0001276172,0.01380756],"study_design_scores_gemma":[0.0009259195,0.00013251,0.03914189,0.00001243197,0.000009610563,0.0001723224,0.0005657278,0.00003153969,0.00002667064,0.8333163,0.1252927,0.0003723957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8593832,0.01143168,0.02423711,0.0003710208,0.001851185,0.0001642359,0.00001718764,0.00003764794,0.1025068],"genre_scores_gemma":[0.9943107,0.003200683,0.0001069666,0.0001788606,0.0005596984,0.000004317898,0.000001751263,0.00001783931,0.001619163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1349276,"threshold_uncertainty_score":0.9999421,"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."}}