{"id":"W2085008723","doi":"10.4018/jaci.2011040103","title":"An Antiwindup Approach to Power Controller Switching in an Ambient Healthcare Network","year":2011,"lang":"en","type":"article","venue":"International Journal of Ambient Computing and Intelligence","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Controller (irrigation); Compensation (psychology); Power (physics); Nonlinear system; Real-time computing; Computer network","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":[0.0007469465,0.0001809306,0.0002821412,0.0002699086,0.0000565409,0.0001072512,0.0005737403,0.00007796635,0.000008483344],"category_scores_gemma":[0.00002394157,0.0001723216,0.00005970412,0.0001883572,0.00002598844,0.0003436823,0.00007124007,0.0004563164,0.000003218408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118465,"about_ca_system_score_gemma":0.00002228644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007333711,"about_ca_topic_score_gemma":0.00002201344,"domain_scores_codex":[0.9982746,0.00008443732,0.0007186419,0.0002180814,0.0003761978,0.0003280441],"domain_scores_gemma":[0.9990927,0.00005094759,0.0001562464,0.0001323619,0.0003133728,0.0002543969],"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":[0.0001956995,0.0002877095,0.03570371,0.00001433995,0.00009012309,0.00006712151,0.01075614,0.8905347,0.001038518,0.002938083,0.0001161624,0.05825769],"study_design_scores_gemma":[0.0003896486,0.0006853845,0.05570547,0.000588101,0.000009359958,0.0002247402,0.001377737,0.9382223,0.001380383,0.0009308889,0.0001303274,0.0003556634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7329879,0.0002499478,0.2649571,0.00004244584,0.001261963,0.00009513354,0.000001162626,0.00003732159,0.0003669907],"genre_scores_gemma":[0.9881905,0.00005451235,0.01096937,0.000276436,0.0004782,0.000001363538,0.000001932834,0.00002572072,0.000002004267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2552025,"threshold_uncertainty_score":0.7027069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622788526312913,"score_gpt":0.2769423736119022,"score_spread":0.250714488348773,"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."}}