{"id":"W4400990447","doi":"10.69554/xagv5870","title":"Banking book collateral transformation","year":2019,"lang":"en","type":"article","venue":"Journal of securities operations & custody","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Collateral; Transformation (genetics); Business; Biology; 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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002495192,0.0001333723,0.0002284463,0.0002036165,0.0003584519,0.001344816,0.0001924479,0.00003954571,0.01133771],"category_scores_gemma":[0.000007858393,0.0001107365,0.000152731,0.0000305015,0.00009500587,0.004370818,0.00001547801,0.0002495764,0.0001438732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006850596,"about_ca_system_score_gemma":0.00008689363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002778081,"about_ca_topic_score_gemma":0.000233345,"domain_scores_codex":[0.9988078,0.00003693813,0.0005761029,0.00007806613,0.0003140199,0.0001870818],"domain_scores_gemma":[0.9992685,0.00003642173,0.0001163074,0.0001085643,0.0004103407,0.00005981675],"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":[0.00005252852,0.0000940194,0.00006233284,0.00006687245,0.00007454732,0.00001062748,0.1028666,0.0006797554,0.0001163463,0.8859019,0.009119122,0.0009553151],"study_design_scores_gemma":[0.0007251848,0.0003736598,0.00005704552,0.0001820187,0.000036191,0.00007620419,0.02708652,0.000292832,0.0001315351,0.002189152,0.9686326,0.0002171004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6154062,0.001010587,0.00001951929,0.0005077547,0.001182759,0.0001778884,0.00003526239,0.00002189567,0.3816382],"genre_scores_gemma":[0.9773965,0.00009769781,0.00003880507,0.0008887774,0.0007233131,0.000004089458,0.00001675852,0.00001712213,0.02081688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9595134,"threshold_uncertainty_score":0.9996919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836796374917717,"score_gpt":0.2247789852260453,"score_spread":0.2064110214768681,"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."}}