{"id":"W4289821510","doi":"10.2139/ssrn.4178288","title":"On-Demand Fast Trading on Decentralized Exchanges","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Calgary; Wilfrid Laurier University","funders":"","keywords":"Business; Industrial organization; Commerce","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002848654,0.0007825083,0.002576747,0.000952473,0.001746578,0.002674101,0.001928276,0.002229158,0.01676097],"category_scores_gemma":[0.01654771,0.0009329306,0.0006504051,0.001477033,0.001831185,0.006346459,0.004490096,0.002254937,0.001606926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028779,"about_ca_system_score_gemma":0.001537801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578133,"about_ca_topic_score_gemma":0.002051025,"domain_scores_codex":[0.9978181,0.0009169989,0.00008950116,0.0002913117,0.0004541513,0.0004299527],"domain_scores_gemma":[0.9778588,0.01590999,0.0008385093,0.003200576,0.00123807,0.0009540591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003438606,0.0003809757,0.002411264,0.0003261248,0.0001151622,0.0009794335,0.0004016738,0.6500297,0.01090035,0.2772573,0.006049196,0.04771033],"study_design_scores_gemma":[0.00009215689,0.0000970639,0.0002726412,0.00001521601,0.00001280247,0.00007268135,0.00008424449,0.8566,0.001396384,0.1406264,0.0007158006,0.00001469154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4621562,0.0004196946,0.504465,0.001372002,0.0002078931,0.0002559357,0.0006169145,0.000948656,0.02955776],"genre_scores_gemma":[0.9773692,0.0001478255,0.01494955,0.0000543856,0.00004221042,0.00008277841,0.0001848071,0.00008898164,0.007080163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01676097,"threshold_uncertainty_score":0.05607104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008258427960077344,"score_gpt":0.229750269177773,"score_spread":0.2214918412176957,"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."}}