{"id":"W2591953449","doi":"10.51847/cyfml8at3o","title":"10.51847/Cyfml8aT3O","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Financial Analysis and Corporate Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Market liquidity; Business; Electronic trading; Dark liquidity; Commerce; Financial system; High-frequency trading; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007773801,0.001606868,0.0008775615,0.003134393,0.001713724,0.003962555,0.001520274,0.00403668,0.9824525],"category_scores_gemma":[0.00162333,0.0004529624,0.0007031019,0.002562457,0.001111372,0.002873978,0.002863049,0.001459009,0.9795235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983522,"about_ca_system_score_gemma":0.001050979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009837777,"about_ca_topic_score_gemma":0.00856592,"domain_scores_codex":[0.9994887,0.00005177569,0.00003653758,0.000150049,0.0001516195,0.0001211361],"domain_scores_gemma":[0.998744,0.0002487565,0.00008202087,0.0001966689,0.0003874818,0.0003410354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002274371,0.0001769052,0.00133841,0.0002731955,0.00001128534,0.0002613383,0.0001134533,0.0001914345,0.001628952,0.005364492,0.3775517,0.6128614],"study_design_scores_gemma":[0.0000386984,0.00003374069,0.001538292,0.0002315363,0.000007399557,0.0002125035,0.00009658619,0.0002279034,0.0003559952,0.0007805882,0.996461,0.0000157684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009932931,0.0003813884,0.0007646948,0.0009820984,0.0003811226,0.00009619641,0.001548548,0.001391132,0.9934615],"genre_scores_gemma":[0.002288789,0.000160037,0.0004935892,0.0003501693,0.00006060326,0.00005704661,0.0006705906,0.0002821494,0.9956369],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01754749,"threshold_uncertainty_score":0.0250293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00598123243963796,"score_gpt":0.1458571851187452,"score_spread":0.1398759526791072,"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."}}