{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001073597,0.001832205,0.001171874,0.002246334,0.002260418,0.007709719,0.002371235,0.002612693,0.7990275],"category_scores_gemma":[0.006576556,0.0006385561,0.001192167,0.001604878,0.0006466188,0.004198805,0.00514919,0.003726248,0.6817756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002226171,"about_ca_system_score_gemma":0.002620286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003770214,"about_ca_topic_score_gemma":0.00582371,"domain_scores_codex":[0.9987129,0.0001021786,0.00005625335,0.0002232084,0.0006654448,0.0002401462],"domain_scores_gemma":[0.9946005,0.0003823923,0.0001867458,0.0004076967,0.002551774,0.001870913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002023023,0.00001312612,0.00004072606,0.00004710166,0.000001218797,0.00003310591,0.00002382002,0.00002289046,0.0001327922,0.0008655962,0.9824585,0.01634085],"study_design_scores_gemma":[0.000003998775,0.000009343351,0.0000886027,0.00003932677,0.000001439547,0.00003777196,0.00002715371,0.00002593878,0.00005457972,0.0004303532,0.9992767,0.000004768195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0008915487,0.004009711,0.006550428,0.02249872,0.141391,0.000515945,0.009973938,0.008992168,0.8051766],"genre_scores_gemma":[0.002511471,0.002201484,0.00122521,0.004125322,0.02005305,0.0001344022,0.00423588,0.002235434,0.9632778],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7990275,"threshold_uncertainty_score":0.2866629,"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."}}