{"id":"W1935236720","doi":"10.1007/978-3-540-37275-2_133","title":"An Overview of Wireless Networks in Control and Monitoring","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Federation for the Humanities and Social Sciences","keywords":"Computer science; Wireless network; Wireless; Computer network; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000923545,0.000534815,0.0008280727,0.0008038431,0.0001145728,0.0002915103,0.002462139,0.0004379464,0.000001608563],"category_scores_gemma":[0.00001605467,0.000523937,0.00008866793,0.0007948896,0.000648912,0.0005370186,0.0005884807,0.0008370832,9.805326e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895279,"about_ca_system_score_gemma":0.0001666783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000138991,"about_ca_topic_score_gemma":0.0001668119,"domain_scores_codex":[0.9961689,0.00008424523,0.0007460482,0.001463257,0.0007987616,0.000738777],"domain_scores_gemma":[0.9973852,0.000569289,0.0003979469,0.001312853,0.0001749369,0.0001597581],"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":[0.000004363509,0.00003167614,0.001485678,0.00002926655,0.000003914713,0.00005239239,0.0001018858,0.778659,0.00008896834,0.007226167,0.000001443038,0.2123152],"study_design_scores_gemma":[0.0004516775,0.0001283571,0.002669126,0.0009823587,0.000005988431,0.00002345666,1.024968e-7,0.9904104,0.0003077759,0.004475791,0.00004430762,0.0005006337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003950828,0.005079903,0.9889033,0.00008480464,0.001224425,0.0002856054,0.000002075853,0.00009073965,0.0003782896],"genre_scores_gemma":[0.9317268,0.000407634,0.06718006,0.0001778547,0.0004351243,0.000005989179,0.000002414663,0.00003636535,0.00002780436],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9277759,"threshold_uncertainty_score":0.9997212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820530226865115,"score_gpt":0.2531769857746606,"score_spread":0.2349716835060094,"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."}}