{"id":"W1678060886","doi":"10.1109/iwcmc.2015.7289206","title":"MANET security through a distributed policy-based evaluation of node behaviour","year":2015,"lang":"en","type":"article","venue":"","topic":"Access Control and Trust","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada; Innovation, Science and Economic Development Canada; Western University","funders":"","keywords":"Computer science; Trust management (information system); Mobile ad hoc network; Scalability; Computer network; Node (physics); Reputation system; Distributed computing; Reputation; Bandwidth (computing); Wireless network; Scheme (mathematics); Computer security; Wireless ad hoc network; Wireless; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001210575,0.0000584714,0.0001105486,0.00002905391,0.00009957121,0.00003032731,0.0001651453,0.00007056828,0.0003167851],"category_scores_gemma":[0.0004811556,0.00004990906,0.00004013698,0.0002694125,0.0001264897,0.0001994707,0.0000196641,0.00004713371,0.00002052918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001422388,"about_ca_system_score_gemma":0.0009254293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0553944,"about_ca_topic_score_gemma":0.007168354,"domain_scores_codex":[0.9985348,0.0002438258,0.0001431417,0.0001128156,0.0007936046,0.0001718401],"domain_scores_gemma":[0.9991674,0.00003955957,0.00008325263,0.0001268809,0.0004942811,0.00008861678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001830492,0.001034524,0.4099717,0.00002409294,0.00007705421,0.00000570736,0.02714961,0.001871756,0.00005598493,0.5324688,0.01891963,0.008238083],"study_design_scores_gemma":[0.02121065,0.0003995387,0.292886,0.00007439717,0.001063816,0.000001743169,0.0374877,0.07455048,0.003319449,0.4967428,0.07081682,0.001446587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7735465,0.0001090061,0.004894146,0.009210466,0.000216091,0.0005972937,0.0001681545,0.0001286769,0.2111297],"genre_scores_gemma":[0.9993294,0.000001660972,0.0001953808,0.0001903253,0.0001309955,0.00001641341,0.0000562876,0.0000033697,0.00007609293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.225783,"threshold_uncertainty_score":0.9508958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08123618733298517,"score_gpt":0.4190505871749217,"score_spread":0.3378143998419365,"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."}}