{"id":"W4385327630","doi":"10.48550/arxiv.2307.13772","title":"Fragmentation and optimal liquidity supply on decentralized exchanges","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Market liquidity; Business; Monetary economics; Competition (biology); Finance; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001544164,0.0001894846,0.0008520465,0.0007120628,0.0006638676,0.002269166,0.0005303983,0.0009574477,0.008658209],"category_scores_gemma":[0.01317709,0.0003160772,0.0003478223,0.0006744662,0.001405898,0.002683443,0.001348055,0.0007633581,0.0004164933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270806,"about_ca_system_score_gemma":0.0006198957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002892674,"about_ca_topic_score_gemma":0.002617184,"domain_scores_codex":[0.9993856,0.0002519948,0.00002578902,0.0001075238,0.00005637854,0.000172808],"domain_scores_gemma":[0.9931148,0.003555861,0.002069301,0.0002903185,0.0002543923,0.0007153638],"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":[0.002823659,0.0004238429,0.1399739,0.000273298,0.0002427055,0.001135019,0.001257566,0.5620469,0.009736633,0.2292551,0.005823309,0.04700804],"study_design_scores_gemma":[0.000468558,0.0004049804,0.07617231,0.00009865851,0.0001002944,0.0004935438,0.002124371,0.652218,0.001815192,0.262751,0.003270427,0.00008268343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839679,0.0002356232,0.0110522,0.000469337,0.0000058596,0.00001437892,0.0001484927,0.00004470071,0.004061469],"genre_scores_gemma":[0.9986446,0.00004747228,0.0005854187,0.00002613541,0.00000622318,0.000006170741,0.00004258084,0.000006064127,0.0006353439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008658209,"threshold_uncertainty_score":0.02896458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088485418708766,"score_gpt":0.2063801305172641,"score_spread":0.09753158864638757,"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."}}