{"id":"W4252228566","doi":"10.1287/inte.1110.0581","title":"Contributors","year":2011,"lang":"en","type":"article","venue":"INFORMS Journal on Applied Analytics","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001585756,0.0001311759,0.0002316422,0.0003991569,0.0002539832,0.0002667014,0.0006980533,0.00009114058,0.001556109],"category_scores_gemma":[0.0003492611,0.00008098644,0.000158759,0.0007364049,0.00007032709,0.0002009624,0.00005381803,0.0003262318,0.001323625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005847424,"about_ca_system_score_gemma":0.00006438795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001960722,"about_ca_topic_score_gemma":9.626242e-7,"domain_scores_codex":[0.9976736,0.00001112777,0.0008960112,0.0001636306,0.001017567,0.0002380734],"domain_scores_gemma":[0.9981501,0.0002706546,0.0005023383,0.0004611868,0.0003834067,0.0002323863],"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":[0.00009171303,0.0001405138,0.003153042,8.984384e-7,0.0000463826,0.00001013274,0.0005335821,0.000885413,0.00008830355,0.817816,0.02623013,0.1510039],"study_design_scores_gemma":[0.0006611028,0.0001483274,0.007924972,0.000008145595,0.00002393247,0.00004373794,0.0006185347,0.003383482,0.003591342,0.5549707,0.428341,0.0002846775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05900718,0.0000138177,0.2241686,0.0005201838,0.0002786169,0.0003194165,0.00001783857,0.0001612689,0.7155131],"genre_scores_gemma":[0.9937291,0.00001695831,0.003247379,0.001327679,0.0001240707,0.000006059312,0.000001734084,0.000009384722,0.001537685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9347219,"threshold_uncertainty_score":0.999454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1919850467501503,"score_gpt":0.3883384410576747,"score_spread":0.1963533943075244,"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."}}