{"id":"W2136419300","doi":"10.1109/bsc.2006.1644620","title":"Hidden Problems with the Hidden Node Problem","year":2006,"lang":"en","type":"article","venue":"","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hidden node problem; Computer science; Jamming; Node (physics); Focus (optics); Computer network; Wireless; Collision avoidance; Wireless network; Distributed computing; Collision; Multiple Access with Collision Avoidance for Wireless; Computer security; Key distribution in wireless sensor networks; Engineering; Wi-Fi array; Telecommunications","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":[0.004149827,0.001515609,0.001093179,0.001029107,0.002452915,0.003240194,0.002797717,0.005428825,0.009279847],"category_scores_gemma":[0.02669084,0.001131537,0.001470768,0.001154082,0.005289715,0.01161941,0.005659932,0.006096066,0.001304408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037956,"about_ca_system_score_gemma":0.001217189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294843,"about_ca_topic_score_gemma":0.0006490227,"domain_scores_codex":[0.9946557,0.001611377,0.0002425225,0.000657346,0.002216269,0.0006168037],"domain_scores_gemma":[0.9752066,0.01755778,0.002338133,0.002916889,0.001448263,0.0005323928],"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":[0.0005526717,0.0002501778,0.004224111,0.0009705987,0.0003484202,0.003544979,0.002357071,0.1195815,0.0123458,0.7232516,0.009754416,0.1228186],"study_design_scores_gemma":[0.0004039273,0.0004331566,0.001477853,0.0004265043,0.0003052594,0.00591822,0.001196879,0.2426068,0.01692175,0.7003466,0.02972759,0.0002355365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02987638,0.003469733,0.9427117,0.004478253,0.0007156589,0.0002016001,0.00007111143,0.0002659812,0.01820954],"genre_scores_gemma":[0.7798066,0.00656282,0.1842003,0.001616694,0.002214853,0.0004796921,0.0001326203,0.0001791672,0.02480718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009279847,"threshold_uncertainty_score":0.03104419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007853951358443417,"score_gpt":0.1953538881335024,"score_spread":0.187499936775059,"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."}}