{"id":"W3015336665","doi":"10.1117/12.734747","title":"<title>Collaborative sensor management for decentralized asynchronous sensor networks</title>","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Distributed Sensor Networks and Detection Algorithms","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Asynchronous communication; Wireless sensor network; Fusion center; Computer science; Sensor fusion; Interval (graph theory); Real-time computing; Distributed computing; Tracking (education); Computer network; Artificial intelligence; Telecommunications; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004319662,0.0002098259,0.0002432463,0.00007543114,0.00008174342,0.0001358604,0.0006053,0.0001383463,0.00003081946],"category_scores_gemma":[0.00009694343,0.0001821792,0.0003320153,0.0004118111,0.00008480514,0.0002146542,0.0001122852,0.0001463991,0.00001144196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357299,"about_ca_system_score_gemma":0.00001818212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.123037e-7,"about_ca_topic_score_gemma":8.173886e-8,"domain_scores_codex":[0.9984883,2.270847e-8,0.000406664,0.0003180171,0.00040264,0.0003843657],"domain_scores_gemma":[0.9985467,0.000101386,0.000209922,0.00006613651,0.0009657778,0.0001101257],"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":[0.00006164236,0.00008976179,0.00001242875,0.0001408515,0.0004050636,5.639221e-7,0.0000621299,0.0006739158,0.01304121,0.9429584,0.03471559,0.007838481],"study_design_scores_gemma":[0.001982807,0.0003754819,0.000307704,0.0002303856,0.0001795528,0.00003081876,0.0004550302,0.5442595,0.01954558,0.002412508,0.4294887,0.0007318428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5470427,0.001018484,0.3237971,0.003756924,0.004450524,0.003160781,0.0001994148,0.0007957487,0.1157783],"genre_scores_gemma":[0.05626639,0.0004428028,0.9390751,0.0002465413,0.001159497,0.0001207742,0.00002250904,0.00008376128,0.002582584],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9405459,"threshold_uncertainty_score":0.7429053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007594043035152404,"score_gpt":0.2239359949335044,"score_spread":0.216341951898352,"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."}}