{"id":"W2912332256","doi":"10.1109/cdc.2018.8619589","title":"Optimal Stochastic Teams with Infinitely Many Decision Makers and Mean-Field Teams","year":2018,"lang":"en","type":"article","venue":"","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Convergence (economics); Sequence (biology); Countable set; Limit (mathematics); Computer science; Mathematical optimization; Field (mathematics); Optimal control; Optimal decision; Class (philosophy); Mathematics; Mathematical economics; Discrete mathematics; Economics; Artificial intelligence","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":[0.003592339,0.0007433444,0.001486828,0.0007479863,0.0008357861,0.001430675,0.001375685,0.001659991,0.003892999],"category_scores_gemma":[0.01331283,0.0005335064,0.001157215,0.0005882087,0.002487398,0.002244447,0.001520791,0.001582574,0.0003098297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150275,"about_ca_system_score_gemma":0.001285809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001999685,"about_ca_topic_score_gemma":0.001107048,"domain_scores_codex":[0.9975504,0.001102592,0.0001088824,0.0005287632,0.000343234,0.0003660755],"domain_scores_gemma":[0.9936292,0.003593322,0.001352044,0.0003500432,0.0004015386,0.0006738938],"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":[0.00009563423,0.00006622759,0.001087379,0.00007747725,0.00006913969,0.0001809285,0.00015207,0.4797768,0.0006343063,0.5110192,0.0008232742,0.006017542],"study_design_scores_gemma":[0.00005234691,0.00007983595,0.000350042,0.0000222274,0.00001670832,0.00004643942,0.00009443918,0.6857447,0.0002805645,0.3125934,0.0006999059,0.00001948255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2128341,0.000337708,0.771511,0.001151709,0.0001066688,0.000060818,0.0001585999,0.00008420262,0.01375533],"genre_scores_gemma":[0.9371005,0.0002556056,0.0560074,0.0001644371,0.00008290887,0.0001541314,0.000130659,0.00002569137,0.006078703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003892999,"threshold_uncertainty_score":0.01899832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404454421986214,"score_gpt":0.2251158196495155,"score_spread":0.2110712754296533,"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."}}