{"id":"W2238587652","doi":"","title":"Special Considerations for Financial Services Firms","year":2007,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Financial services; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006335637,0.0009057269,0.001684335,0.00188076,0.006088928,0.01067078,0.002209496,0.05105248,0.0461376],"category_scores_gemma":[0.04660687,0.0008662009,0.001899769,0.001104044,0.002804217,0.007706623,0.003322946,0.01546835,0.009671559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684702,"about_ca_system_score_gemma":0.007207973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079662,"about_ca_topic_score_gemma":0.02997647,"domain_scores_codex":[0.9925683,0.001366833,0.0005946657,0.0006971654,0.002887494,0.00188561],"domain_scores_gemma":[0.9644648,0.01807938,0.002113314,0.00299723,0.007547132,0.004798154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000104153,0.00007839841,0.000912031,0.0001634638,0.00002056253,0.001633973,0.0007193951,0.0002127737,0.0009610797,0.08747527,0.8842862,0.02343268],"study_design_scores_gemma":[0.00004305918,0.0001049312,0.00378466,0.000453834,0.00004393442,0.001187999,0.0009317914,0.0004087138,0.0004774973,0.02979847,0.9626675,0.00009751088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01193457,0.01409528,0.002739332,0.6508014,0.04270062,0.0001892343,0.000587654,0.000616454,0.2763354],"genre_scores_gemma":[0.1271046,0.007201059,0.004630147,0.4046041,0.06072029,0.0004134355,0.0004802704,0.0005235617,0.3943226],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05105248,"threshold_uncertainty_score":0.1543456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03577371241258358,"score_gpt":0.2483963254068977,"score_spread":0.2126226129943141,"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."}}