{"id":"W2104541114","doi":"10.1088/1367-2630/11/8/085005","title":"Distributed authentication for randomly compromised networks","year":2009,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Physics; Computer network","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":[0.0002556166,0.00007271858,0.0001653829,0.00002356213,0.0001094759,0.0001011584,0.0006312269,0.00002402143,0.000002572498],"category_scores_gemma":[0.00004126207,0.00006229697,0.0001135362,0.0002378293,0.00001192286,0.0003169241,0.00003219898,0.000129271,0.000001396725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003021375,"about_ca_system_score_gemma":0.00007855774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.5069e-7,"about_ca_topic_score_gemma":2.887822e-7,"domain_scores_codex":[0.9993559,0.0000544569,0.000272786,0.00007637285,0.0001240457,0.0001164033],"domain_scores_gemma":[0.9989296,0.0001346976,0.0002808917,0.0002570329,0.0003121477,0.00008568751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001165067,0.0001560856,0.00002219067,0.000002502841,0.00003696888,9.912957e-7,0.0004932105,0.008922614,0.003805084,0.1666396,0.02225606,0.7975482],"study_design_scores_gemma":[0.007356169,0.0004630161,0.002616277,0.00009603853,0.00004090991,0.00001611927,0.0000105973,0.9121792,0.003142586,0.04995577,0.02389834,0.0002250079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0009491458,0.0003839632,0.994638,0.003623963,0.0001809075,0.0001176958,6.072689e-7,0.00001908688,0.00008659805],"genre_scores_gemma":[0.9708765,0.0001784463,0.02800099,0.0003915725,0.0004747141,0.000001087313,0.000005791338,0.000003602252,0.00006729029],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9699274,"threshold_uncertainty_score":0.2540396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357163568456977,"score_gpt":0.2898509781768063,"score_spread":0.2541346213311086,"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."}}