{"id":"W2890366696","doi":"10.3386/w21739","title":"Regulation and Market Liquidity","year":2015,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Market liquidity; Business; Economics; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02628108,0.0002500924,0.0007778571,0.001372852,0.0001616972,0.0001137889,0.0004591633,0.000585622,0.002076774],"category_scores_gemma":[0.005723381,0.0003136739,0.0001510301,0.0003086802,0.0005186577,0.0003190576,0.0002690566,0.000557973,0.0002329038],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004885504,"about_ca_system_score_gemma":0.002619319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847413,"about_ca_topic_score_gemma":0.0001900943,"domain_scores_codex":[0.9961628,0.0001361706,0.00149016,0.0009473756,0.0008376391,0.000425825],"domain_scores_gemma":[0.9947161,0.0007024968,0.0009255497,0.0005770071,0.002934264,0.0001445953],"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":[0.0000561512,0.0001316588,0.0169614,0.0003032764,0.0001093332,6.303742e-7,0.0001364168,0.0004271507,0.000005941171,0.7000629,0.2807079,0.00109724],"study_design_scores_gemma":[0.0003548644,0.00009082158,0.04807803,0.0000503802,0.000005143533,0.00001137001,0.00001354178,0.004556049,0.00001335816,0.8264377,0.1201182,0.0002705442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02007416,0.005669516,0.00004184811,0.0006744046,0.0008949257,0.0007164749,0.0005615129,0.00003009393,0.9713371],"genre_scores_gemma":[0.9787013,0.001304744,0.0004052503,0.000008743612,0.0008991522,0.00006619409,0.0003650153,0.00006091632,0.01818868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9586272,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3279387203883027,"score_gpt":0.4508017386818454,"score_spread":0.1228630182935426,"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."}}