{"id":"W2295070894","doi":"10.1145/945511.945512","title":"Guest introduction","year":2003,"lang":"en","type":"article","venue":"ACM Transactions on Modeling and Computer Simulation","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006626808,0.0001229375,0.0001376155,0.0002568445,0.0003813596,0.0001879411,0.0001910977,0.00008058893,0.00009480349],"category_scores_gemma":[0.0001196204,0.0001079967,0.00006866729,0.0004469593,0.0000248675,0.0002808521,0.000005380047,0.0001379799,0.00006205087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002356716,"about_ca_system_score_gemma":0.00001507146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007018271,"about_ca_topic_score_gemma":0.000002187956,"domain_scores_codex":[0.9984697,0.0001105979,0.0004176785,0.0004675688,0.0004047588,0.0001297261],"domain_scores_gemma":[0.9984697,0.0004461097,0.0000728317,0.000687065,0.0002526769,0.00007160783],"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":[0.000006564262,0.00004030555,0.00002654747,7.1189e-7,0.000004112925,7.907893e-8,0.00007924967,0.905584,0.00001416143,0.002647899,0.00006991453,0.09152641],"study_design_scores_gemma":[0.000191176,0.0000491717,0.00004806666,0.000003697212,0.000008831031,0.00000330287,0.00003366371,0.9287566,0.0001733338,0.06116426,0.009456037,0.0001118633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03655186,0.00001643114,0.961696,0.0007768713,0.0004283696,0.0001655,0.000002912938,0.0001521178,0.0002099655],"genre_scores_gemma":[0.9576229,0.00001022763,0.04163676,0.0001780101,0.0002879779,0.00001673558,0.000004309062,0.0000109155,0.0002321274],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9210711,"threshold_uncertainty_score":0.4403979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113402016781106,"score_gpt":0.3782886345639659,"score_spread":0.2648866177828599,"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."}}