{"id":"W267148968","doi":"","title":"Proceedings of the 2008 Spring Simulation Multiconference, SpringSim 2008, Ottawa, Canada, April 14-17, 2008","year":2008,"lang":"en","type":"article","venue":"Spring Simulation Multiconference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Spring (device); Computer science; Environmental science; Operations research; Engineering; Mechanical engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001196116,0.0005545194,0.0007219003,0.000459927,0.001068038,0.0002444684,0.001837007,0.0002995419,0.0004362364],"category_scores_gemma":[0.003972668,0.0004526276,0.0002892391,0.001706481,0.0004302004,0.0008398005,0.0004573711,0.0005833581,0.00007295902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002990764,"about_ca_system_score_gemma":0.0008314466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0638013,"about_ca_topic_score_gemma":0.02354282,"domain_scores_codex":[0.9932271,0.000109835,0.002143565,0.00115498,0.002640392,0.0007240973],"domain_scores_gemma":[0.9915613,0.002222306,0.001488247,0.001297752,0.003116995,0.0003134088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002422388,0.0001136467,0.3333912,0.00002029459,0.00002384808,0.00000231016,0.0004993367,0.6549875,0.003288833,0.002618512,0.0005484071,0.004481853],"study_design_scores_gemma":[0.0005157705,0.00002019472,0.3613622,0.00007952103,0.00002346142,0.000002970009,0.000175576,0.6162018,0.006802876,0.0005987638,0.0138098,0.0004070872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540021,0.00007469868,0.04028034,0.0004631547,0.0003545081,0.001335446,0.00004218984,0.000239822,0.003207734],"genre_scores_gemma":[0.9906014,0.00001976603,0.006700084,0.0002108272,0.0001548729,0.00005810989,0.000004774628,0.0000554672,0.002194762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04025849,"threshold_uncertainty_score":0.9997926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08639774180687804,"score_gpt":0.3399692138033059,"score_spread":0.2535714719964278,"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."}}