{"id":"W2167964192","doi":"10.5555/1161734.1161874","title":"Exploring agent-supported simulation brokering on the semantic web: foundations for a dynamic composability approach","year":2004,"lang":"en","type":"article","venue":"Winter Simulation Conference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Composability; Interoperability; Interoperation; Computer science; Rotation formalisms in three dimensions; Software engineering; Reuse; Semantic Web; Web service; World Wide Web; Semantic interoperability; Extensibility; Distributed computing; Engineering; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.001322477,0.000249918,0.0002797494,0.0002644897,0.0006366405,0.0005297614,0.0006799023,0.00008313004,0.0002277297],"category_scores_gemma":[0.001548736,0.000184608,0.0002187687,0.0007410137,0.0001389696,0.0007140546,0.0001055071,0.0001926192,0.0001558592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805297,"about_ca_system_score_gemma":0.0001144784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001458393,"about_ca_topic_score_gemma":0.00002598365,"domain_scores_codex":[0.9970832,0.000139611,0.0009448779,0.0007420738,0.0007945477,0.0002956374],"domain_scores_gemma":[0.9943233,0.003269314,0.0003690443,0.001064524,0.0008746588,0.00009912581],"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":[0.0000377812,0.0001249124,0.0004912354,0.000007190848,0.000014192,1.353985e-7,0.0006953377,0.962922,0.0005303622,0.02505491,0.0000243075,0.01009761],"study_design_scores_gemma":[0.0005275485,0.00006218032,0.007507452,0.0000340456,0.00001745841,6.602603e-7,0.0003865918,0.9409754,0.0003715038,0.04647775,0.00343285,0.0002066127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2706495,0.000002169982,0.7249222,0.001489801,0.0001449387,0.001271164,0.00003503101,0.0001978426,0.001287388],"genre_scores_gemma":[0.9935287,0.000001890931,0.005303815,0.0002906973,0.00006967861,0.0004706637,0.00008085538,0.00002568907,0.0002279968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7228792,"threshold_uncertainty_score":0.7528096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4844820124847712,"score_gpt":0.448864033992527,"score_spread":0.03561797849224424,"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."}}