{"id":"W1595134432","doi":"10.1002/9780470512494.ch3","title":"Ad Hoc Wireless Access","year":2007,"lang":"en","type":"other","venue":"","topic":"Bluetooth and Wireless Communication Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Bluetooth; Computer network; Computer science; Wireless ad hoc network; WiMAX; Node (physics); Mobile ad hoc network; Wireless; Wireless mesh network; Scatternet; Mesh networking; Wireless network; Telecommunications; Engineering","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0001246211,0.0002287241,0.0002545741,0.0007311219,0.00003784105,0.0002535142,0.007005853,0.0004634893,0.0005072539],"category_scores_gemma":[0.00001257506,0.0001938716,0.00006797465,0.0006763015,0.0001068144,0.000202923,0.001818169,0.0003157217,0.0005820353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002286883,"about_ca_system_score_gemma":0.0000584972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000554065,"about_ca_topic_score_gemma":0.0001659366,"domain_scores_codex":[0.9988493,0.00002355027,0.000188716,0.0003929849,0.0002407075,0.0003047846],"domain_scores_gemma":[0.9972177,0.00005154909,0.000180887,0.002450076,0.00003325812,0.00006652875],"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":[3.647334e-7,0.00001655446,0.00001135138,0.00001242946,0.00001053447,0.000003257768,0.000007384202,6.52911e-8,0.000001899644,0.08420169,0.5549426,0.3607918],"study_design_scores_gemma":[0.000100593,0.00001358251,0.00002245019,0.00005830692,0.000002265436,0.000002985588,0.000008247181,0.0002930019,0.0004374826,0.001084387,0.9976997,0.0002770362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002402744,0.003523875,0.2802393,0.000739661,0.0002496142,0.0001252439,0.000001896584,0.003678835,0.7114392],"genre_scores_gemma":[0.000624732,0.004995017,0.05173041,0.0007745784,0.00004754161,0.00002476041,0.000007146068,0.0001541391,0.9416417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.442757,"threshold_uncertainty_score":0.9983667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03202091415125517,"score_gpt":0.3002810731619693,"score_spread":0.2682601590107141,"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."}}