{"id":"W2500266186","doi":"","title":"DEVS Standardization: Foundations and Trends","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Standardization; DEVS; Computer science; Operating system; Simulation; Modeling and simulation","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":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01523668,0.0003458171,0.0005862552,0.0007652895,0.0008898687,0.001953237,0.001845048,0.0004472715,0.001599769],"category_scores_gemma":[0.008678034,0.0003131999,0.0003496632,0.001438969,0.00050362,0.0003176947,0.001772497,0.0009061382,0.0001085401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006921176,"about_ca_system_score_gemma":0.0003401102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006020696,"about_ca_topic_score_gemma":0.009145628,"domain_scores_codex":[0.9910763,0.00489442,0.001051543,0.001182864,0.001472254,0.0003226507],"domain_scores_gemma":[0.9867795,0.003881065,0.0008622047,0.003274847,0.004906784,0.0002956277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001260963,0.0002108436,0.004367481,0.00001957815,0.0001131234,0.000003847952,0.006976851,0.0004009162,0.0002887253,0.1151407,0.00422775,0.8682376],"study_design_scores_gemma":[0.001106778,8.297733e-7,0.04276695,0.0005888434,0.0003122812,0.00002860568,0.0006944382,0.09011671,0.005511941,0.2885443,0.56898,0.001348314],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03923711,0.0009037448,0.7774029,0.04844366,0.0004806234,0.0002213639,0.0002392568,0.0001900506,0.1328812],"genre_scores_gemma":[0.8632758,0.001542083,0.07773533,0.0001362058,0.00006720811,0.00004832348,0.0006433761,0.000043482,0.05650814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8668892,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828299095521032,"score_gpt":0.318300062861724,"score_spread":0.2800170719065137,"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."}}