{"id":"W4386140013","doi":"10.1093/oso/9780192882516.003.0005","title":"The Application of the Regulatory Landscape (I)—Consolidated Systems","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Government (linguistics); Private sector; Business; Political science; Economic system; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003163325,0.0001562574,0.0003234269,0.00007337706,0.0001662121,0.00004822446,0.0003954651,0.000228862,0.00008342609],"category_scores_gemma":[0.00004080479,0.0001052682,0.0001893817,0.0000875104,0.0001175274,0.00003098757,0.00009004388,0.0001273841,0.001036587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004330634,"about_ca_system_score_gemma":0.00003214461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009322128,"about_ca_topic_score_gemma":0.00007009327,"domain_scores_codex":[0.9988596,0.000005820201,0.0006643969,0.0002559938,0.00007210321,0.0001421009],"domain_scores_gemma":[0.9984173,0.00006295916,0.0007053048,0.0007103667,0.00007306488,0.0000309933],"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":[0.000003638017,0.000002598364,0.0003832223,0.00001808267,0.00003213522,1.039238e-7,0.000009862964,0.00004434635,0.000001100494,0.9838985,0.01494016,0.0006662813],"study_design_scores_gemma":[0.0000898825,0.00000734774,0.006246388,0.00002873168,0.000009620859,0.000001029705,0.00001802423,0.0007272692,0.000005775255,0.1145061,0.8782214,0.0001383996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002412738,0.002597476,0.000240451,0.0004134896,0.001033682,0.000474001,0.0002375184,0.0000670717,0.994695],"genre_scores_gemma":[0.1869683,0.0004047505,0.000003741378,0.00004909786,0.0001105755,0.00002461227,0.00002804235,0.00003611177,0.8123748],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8693923,"threshold_uncertainty_score":0.9997412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572002026834364,"score_gpt":0.2025945828138653,"score_spread":0.1768745625455217,"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."}}