{"id":"W2183771172","doi":"10.3905/jsf.2011.17.3.019","title":"Diversified Mortgage Guarantee Model: <i>Securitization</i><i>through TBA</i>","year":2011,"lang":"en","type":"article","venue":"˜The œjournal of structured finance","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Doug Bragg Enterprises (Canada)","funders":"","keywords":"Securitization; Business; Finance; Financial system; Secondary mortgage market; Private equity; Mortgage insurance; Disintermediation; Private placement; Investment banking; Insurance policy; General insurance","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":[0.0005648112,0.0002187113,0.0004940513,0.0001160852,0.0002242593,0.00004713965,0.0007134951,0.0001442994,0.0001288164],"category_scores_gemma":[0.00003221393,0.0001994803,0.0002022894,0.000222843,0.0001305411,0.0005581818,0.00008023596,0.0004134383,0.00005211561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008402445,"about_ca_system_score_gemma":0.00005301624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009756092,"about_ca_topic_score_gemma":0.00004703569,"domain_scores_codex":[0.9983835,0.00002182186,0.0009646601,0.0002298763,0.00006288101,0.0003373183],"domain_scores_gemma":[0.9982458,0.00003337937,0.001175407,0.0004057867,0.00009660231,0.00004296014],"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":[0.002254783,0.0005404215,0.04838259,0.0001985084,0.0008103458,0.000214479,0.05654679,0.0707354,0.0004767335,0.7615028,0.04138947,0.01694768],"study_design_scores_gemma":[0.002782386,0.0002450631,0.009234482,0.00007414963,0.00008307259,0.0002655611,0.0005237852,0.03964638,0.0009516521,0.8928987,0.05238636,0.0009083925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7985296,0.002594053,0.1166164,0.000336015,0.00232553,0.0002926796,0.0001995761,0.0000432282,0.07906284],"genre_scores_gemma":[0.990101,0.002535319,0.006398297,0.000482527,0.0001798988,0.00000185654,0.000003359271,0.00003683028,0.0002609484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1915713,"threshold_uncertainty_score":0.8134571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611411131313683,"score_gpt":0.1984312738567173,"score_spread":0.1623171625435804,"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."}}