{"id":"W4206673440","doi":"10.2139/ssrn.3991930","title":"Queuing and inventories in limit order markets","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Business; Risk analysis (engineering); Medicine","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002108971,0.0001025639,0.0001432704,0.0001934106,0.0002763624,0.00003374908,0.0002372235,0.00004520731,0.001903458],"category_scores_gemma":[0.00007242962,0.00008904219,0.00004210274,0.0004531688,0.0000769649,0.0000805582,0.0001319573,0.003054521,0.00002085644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006205289,"about_ca_system_score_gemma":0.0003114408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002051188,"about_ca_topic_score_gemma":0.0003257503,"domain_scores_codex":[0.9971939,0.000462941,0.0001917847,0.0002580634,0.0002462667,0.001647073],"domain_scores_gemma":[0.9996335,0.00007720087,0.00006135585,0.000117093,0.0000323057,0.00007854384],"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":[0.001433204,0.0006913027,0.1208562,0.000005370024,0.0002440533,0.0002538262,0.003836851,0.000009035796,0.0002541592,0.7953711,0.001746518,0.07529834],"study_design_scores_gemma":[0.00262425,0.001465661,0.1558718,0.000008066985,0.000008874226,0.002181278,0.03861672,0.00003620222,0.000003543971,0.7665712,0.03230487,0.0003075428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504527,0.008386247,0.0001093417,0.003171107,0.0003369162,0.0001258221,0.000002348721,0.00002176151,0.03739375],"genre_scores_gemma":[0.9893845,0.000930164,0.00001516837,0.0001736699,0.0001193133,0.00003020226,0.000001447977,0.00001333777,0.009332151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0749908,"threshold_uncertainty_score":0.9992455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263508916902039,"score_gpt":0.3347682340547593,"score_spread":0.3084173423645554,"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."}}