{"id":"W4239236141","doi":"10.1002/0471221139.ch14","title":"Decentralized Systems","year":2002,"lang":"en","type":"other","venue":"","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Interconnection; Control theory (sociology); Diagonal; Computer science; Decentralised system; Controller (irrigation); Control engineering; Adaptive control; Dominance (genetics); Stability (learning theory); Engineering; Control (management); Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000684284,0.0002063947,0.0002807879,0.0001191967,0.00002867846,0.0001904509,0.0009972525,0.0002230873,0.003757459],"category_scores_gemma":[0.00001351604,0.0001483155,0.00008265869,0.0001644789,0.00002165198,0.00005103082,0.0001401741,0.0000939433,0.004562919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002837462,"about_ca_system_score_gemma":0.00002578904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002259066,"about_ca_topic_score_gemma":0.00003418521,"domain_scores_codex":[0.9989327,0.00004999682,0.0001331014,0.0003878525,0.000191953,0.0003044572],"domain_scores_gemma":[0.9990731,0.00002247523,0.0001019196,0.0006678731,0.00002219523,0.000112374],"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":[1.209082e-7,0.00001912079,0.00001359843,0.00002408414,0.0000150802,0.00001261308,0.00003646911,5.418972e-7,4.576665e-7,0.1452973,0.8527551,0.001825547],"study_design_scores_gemma":[0.0001879184,0.00001215941,0.000004053907,0.00006301518,0.000005286747,0.0000144672,0.00000257657,0.004660177,0.00000354658,0.00009505578,0.9947305,0.0002212986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.569256e-8,0.006222216,0.1694379,0.00002984498,0.001745512,0.0001570535,0.000001340731,0.0008857338,0.8215203],"genre_scores_gemma":[0.000138451,0.0005555067,0.00570495,0.00007011908,0.0002859283,0.00001242399,0.00000230759,0.0001022069,0.9931281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1716078,"threshold_uncertainty_score":0.9971532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789213638303968,"score_gpt":0.2245667505432765,"score_spread":0.2066746141602368,"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."}}