{"id":"W2143523209","doi":"10.1109/wsc.2002.1172936","title":"Meta-Models are models too","year":2003,"lang":"en","type":"article","venue":"","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"U.S. Department of Defense","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001301335,0.00009106874,0.0002217437,0.0001092431,0.0001190627,0.0001464285,0.0003732842,0.00005314943,0.003470933],"category_scores_gemma":[0.0001886236,0.00005617439,0.0001836251,0.0005505561,0.00002898923,0.0004570019,0.00003592891,0.00005433149,0.0003209823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001190819,"about_ca_system_score_gemma":0.00002557208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001626563,"about_ca_topic_score_gemma":0.000008068261,"domain_scores_codex":[0.9983989,0.00007379511,0.0003929845,0.0003316734,0.0006487961,0.0001538689],"domain_scores_gemma":[0.9984127,0.0004009176,0.000114189,0.000699054,0.0002828751,0.00009026746],"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":[6.698753e-7,0.00002828742,0.00005684351,1.988402e-7,0.00002683151,2.583688e-7,0.00003484823,0.02999806,0.00002650183,0.9161385,0.05228009,0.001408943],"study_design_scores_gemma":[0.00004703074,0.000004525224,0.00002605308,3.066212e-7,0.00003398483,0.000001235917,0.000115879,0.1093147,0.001111891,0.8227444,0.06652579,0.00007427129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00186946,0.00007161138,0.6844441,0.0008885479,0.00002254796,0.0001419421,0.000005705219,0.0001185229,0.3124375],"genre_scores_gemma":[0.9214709,0.000008761846,0.04014887,0.001299418,0.00000969319,0.00006674851,7.968996e-7,0.000006865608,0.03698795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9196014,"threshold_uncertainty_score":0.99744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6571471200732,"score_gpt":0.4653258833732621,"score_spread":0.1918212366999379,"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."}}