{"id":"W1552460125","doi":"10.1002/9780470512494.ch7","title":"Ad Hoc Network Security","year":2007,"lang":"en","type":"other","venue":"","topic":"Advanced Authentication Protocols Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Computer security; Computer network; Wireless ad hoc network; Key (lock); Authentication (law); Telecommunications; Wireless","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002544868,0.0002546169,0.0002474186,0.0001749801,0.00004973196,0.00007621435,0.001362951,0.0002769953,0.00296401],"category_scores_gemma":[0.00001757559,0.0002369793,0.00008189105,0.0005159375,0.00005899337,0.0001253161,0.000427525,0.000277516,0.001676746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004025822,"about_ca_system_score_gemma":0.00005617048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005522872,"about_ca_topic_score_gemma":0.00006490883,"domain_scores_codex":[0.9983652,0.0000446554,0.0002315041,0.0005894156,0.0003398761,0.0004293898],"domain_scores_gemma":[0.9982742,0.00004629539,0.0002300313,0.001277301,0.00003933406,0.0001328175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001025457,0.0000338067,0.000006505157,0.00002552202,0.00001222333,0.000007222692,0.00006417772,0.000001476658,3.361322e-7,0.5783698,0.4044275,0.01705044],"study_design_scores_gemma":[0.0001172921,0.00001624634,0.000006296787,0.00005595939,0.000002514492,0.000003487713,0.000001439281,0.0007490406,0.00001661598,0.1525289,0.8462555,0.0002467424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[2.941332e-8,0.0005619821,0.5179319,0.00007094552,0.0002847112,0.001769857,0.00000185635,0.000771771,0.478607],"genre_scores_gemma":[0.0000422453,0.00007585263,0.2256312,0.0007464854,0.0003732454,0.0005075811,0.000007203696,0.0001766317,0.7724395],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.441828,"threshold_uncertainty_score":0.9991006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199237315178877,"score_gpt":0.289082716782927,"score_spread":0.2770903436311383,"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."}}