{"id":"W256328110","doi":"","title":"Proceedings of the 2009 Spring Simulation Multiconference, SpringSim 2009, San Diego, California, USA, March 22-27, 2009","year":2009,"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":"Carleton University","funders":"","keywords":"Spring (device); Meteorology; Engineering; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001960571,0.0005873239,0.0007439834,0.0006720017,0.0006831059,0.0006141059,0.001930399,0.0003668367,0.001165208],"category_scores_gemma":[0.003468197,0.0004685009,0.0003816634,0.001875858,0.0003002159,0.0009212451,0.0003759486,0.0006492985,0.0003859134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616978,"about_ca_system_score_gemma":0.0001859177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004860751,"about_ca_topic_score_gemma":0.0001241972,"domain_scores_codex":[0.9934244,0.0001371536,0.002180985,0.001251968,0.002216564,0.0007889647],"domain_scores_gemma":[0.9927658,0.001833661,0.001389533,0.001346019,0.0023578,0.0003071157],"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":[0.00008604661,0.000310431,0.2468104,0.00002972152,0.0000242903,9.487939e-7,0.0004499839,0.6736967,0.01740194,0.01238451,0.0002067384,0.04859829],"study_design_scores_gemma":[0.0005822212,0.00005324327,0.3850987,0.0001230367,0.00003226825,7.119073e-7,0.0001205345,0.5968677,0.005495721,0.005642718,0.005592859,0.0003902652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077216,0.00007287927,0.0856389,0.0004132043,0.0002446626,0.00167914,0.00008904848,0.0002636954,0.003876827],"genre_scores_gemma":[0.9889513,0.00001333082,0.009485994,0.0002555055,0.0001749048,0.00003368568,0.000005715043,0.00004294143,0.001036572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1382883,"threshold_uncertainty_score":0.9997767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08924721196481213,"score_gpt":0.3835552345725159,"score_spread":0.2943080226077038,"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."}}