{"id":"W4302795817","doi":"","title":"Pattern-Oriented Reengineering of a Network System","year":2015,"lang":"en","type":"article","venue":"","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Business process reengineering; Computer science; Operations management; Engineering","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":[0.0008979171,0.00004078845,0.0001077244,0.00005627274,0.00001986947,0.00001945541,0.0002028815,0.00002587651,0.00005565417],"category_scores_gemma":[0.0001449588,0.00002858536,0.00003443594,0.0005529065,0.00001147428,0.0000582703,0.00005080716,0.00002555086,0.0000667218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001657331,"about_ca_system_score_gemma":0.00001397228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003534222,"about_ca_topic_score_gemma":0.000002947912,"domain_scores_codex":[0.9990059,0.00002075891,0.000339815,0.0001245107,0.0004296234,0.00007937088],"domain_scores_gemma":[0.9990538,0.0001599516,0.00008454971,0.0003561475,0.0002776702,0.00006782991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001825057,0.00006774764,0.1163387,0.00001624918,0.00002183458,0.000002691268,0.0005182918,0.1242675,0.0003361995,0.4593769,0.1900249,0.1090107],"study_design_scores_gemma":[0.000468828,0.00008038732,0.01223167,0.00005138176,0.000008838216,0.000007670261,0.001826682,0.7882463,0.002456372,0.009078419,0.1853299,0.0002136291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03551425,0.00002090778,0.9414307,0.0001067388,0.00008969173,0.0001075581,0.000002361968,0.000141395,0.02258639],"genre_scores_gemma":[0.9906101,2.412959e-7,0.008510944,0.00002964362,0.00005673561,0.0000109182,0.000001085044,0.000003603442,0.0007767255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9550958,"threshold_uncertainty_score":0.1165677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.159372206623713,"score_gpt":0.3936010316921398,"score_spread":0.2342288250684268,"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."}}