{"id":"W11533555","doi":"","title":"Towards cooperative negotiation for decentralized resource allocation in autonomic computing systems","year":2003,"lang":"en","type":"article","venue":"International Joint Conference on Artificial Intelligence","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Autonomic computing; Negotiation; Computer science; Resource allocation; Distributed computing; Resource management (computing); Resource (disambiguation); Computer network; Cloud computing; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00801875,0.000611197,0.001299442,0.0005957096,0.001659426,0.004154578,0.002400954,0.001859942,0.002738642],"category_scores_gemma":[0.01198859,0.0006725644,0.0006942376,0.0007089569,0.001911796,0.004059989,0.005223653,0.002754281,0.0005801473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009583585,"about_ca_system_score_gemma":0.00176495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149864,"about_ca_topic_score_gemma":0.001784535,"domain_scores_codex":[0.9960091,0.002107111,0.0002626693,0.0004242691,0.0008252984,0.0003715623],"domain_scores_gemma":[0.9958413,0.002319633,0.0002931214,0.0006007604,0.0005783211,0.0003667438],"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":[0.0004271404,0.0001480751,0.001104574,0.0002047714,0.0001346663,0.0003712262,0.001212977,0.4720224,0.005652111,0.4211383,0.005246479,0.0923373],"study_design_scores_gemma":[0.00005086313,0.00004316467,0.00006958096,0.00001814141,0.00001423633,0.00004122453,0.0001215739,0.8598431,0.0006214777,0.135553,0.003610197,0.00001344704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01357709,0.0003789575,0.9797016,0.0009632858,0.0001081266,0.0001164055,0.00001452726,0.0002287954,0.00491117],"genre_scores_gemma":[0.6839982,0.0005126146,0.3097632,0.0003409084,0.00024754,0.0004341783,0.00007804971,0.0001194158,0.004505987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00801875,"threshold_uncertainty_score":0.04240769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157422937616512,"score_gpt":0.3588051013070076,"score_spread":0.2013821636904956,"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."}}