{"id":"W2023472567","doi":"10.1109/jsyst.2015.2404072","title":"Guest Editorial: Special Issue on Systems Engineering in Cooperative and Competitive Distributed Decision Making for Complex Dynamic Systems","year":2015,"lang":"en","type":"editorial","venue":"IEEE Systems Journal","topic":"Systems Engineering Methodologies and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Università degli Studi di Genova; Loughborough University; École de technologie supérieure","keywords":"Computer science; Distributed computing; Management science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003020086,0.0009923145,0.002076703,0.0006808185,0.0002258008,0.00102728,0.0006293334,0.001476538,0.000002276848],"category_scores_gemma":[0.001614681,0.0009509976,0.0001781865,0.0004314075,0.00005490756,0.0002159753,0.00006028669,0.001973843,0.00002409299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002224521,"about_ca_system_score_gemma":0.0002057126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000812015,"about_ca_topic_score_gemma":0.00002545075,"domain_scores_codex":[0.9948726,0.0003362221,0.001921317,0.0006769432,0.001301147,0.0008917949],"domain_scores_gemma":[0.9930367,0.004456697,0.0005602654,0.0005271003,0.001125206,0.0002940447],"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":[0.00004656153,0.00001342474,0.000001259347,0.0007904098,0.0001190675,0.00001949734,0.00008521797,0.4834059,0.00007158071,0.00006817059,0.5153417,0.00003720471],"study_design_scores_gemma":[0.001519682,0.0002114887,0.000007020143,0.00576083,0.00006575797,0.0001368837,0.0004480461,0.1998123,0.000002529187,0.000007211264,0.7912814,0.000746889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002024252,0.002485401,0.09540326,0.000005296956,0.8968807,0.002090851,0.002449315,0.0003168513,0.0001658965],"genre_scores_gemma":[0.01734711,0.000350246,0.0004658998,8.391759e-7,0.9804235,0.0006441019,0.0003939194,0.0002849372,0.00008951476],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2835936,"threshold_uncertainty_score":0.9998198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913932229696025,"score_gpt":0.3117691330069254,"score_spread":0.2826298107099652,"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."}}