{"id":"W4408614163","doi":"10.1007/s11424-025-4503-y","title":"Linear Quadratic Mean Field Games with Quantile-Dependent Cost Coefficients","year":2025,"lang":"en","type":"article","venue":"Journal of Systems Science and Complexity","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Group for Research in Decision Analysis","funders":"","keywords":"Quantile; Mathematics; Field (mathematics); Quadratic equation; Statistics; Econometrics; Applied mathematics; Pure mathematics; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0009473497,0.00007939588,0.0002978705,0.0002379767,0.0002694429,0.0001390737,0.0003274677,0.00003034997,0.00000514083],"category_scores_gemma":[0.000162796,0.00006457051,0.00002887905,0.0006039642,0.0002703426,0.0002079503,0.00004959003,0.0001161511,0.00001085129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006431634,"about_ca_system_score_gemma":0.0001788641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002862171,"about_ca_topic_score_gemma":0.00003449,"domain_scores_codex":[0.9990037,0.000003480185,0.0005080755,0.0001900164,0.0001250575,0.0001696468],"domain_scores_gemma":[0.9989504,0.00005838188,0.0004428891,0.0001571935,0.0003115975,0.00007952305],"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":[0.00002706933,0.00008124498,0.00515778,0.00005637596,0.00001416545,0.00000232026,0.0002567802,0.0001135002,0.00004768614,0.9931033,0.0001252657,0.001014487],"study_design_scores_gemma":[0.007094139,0.003679413,0.1606748,0.002446054,0.0001560338,0.0005908011,0.01034463,0.1802096,0.001596238,0.5530698,0.07826328,0.001875131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1329469,0.00170769,0.8599502,0.0007913784,0.0004693086,0.000232049,0.00001820921,0.000008062578,0.00387614],"genre_scores_gemma":[0.9988983,0.00003917846,0.0007376087,0.0001715441,0.00005512869,0.000008042101,2.3279e-7,0.000002972726,0.00008696193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8659514,"threshold_uncertainty_score":0.2633109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05491271747923082,"score_gpt":0.2755117647163512,"score_spread":0.2205990472371204,"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."}}