{"id":"W4312947664","doi":"10.1109/jiot.2022.3229891","title":"Heterogeneous Cluster-Based Information-Centric Sensor Networks With User Security Satisfaction","year":2022,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Research Foundation","keywords":"Computer science; Information security; Wireless sensor network; Cluster (spacecraft); Computer network; Distributed computing; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006045253,0.0002198188,0.000262256,0.0003559951,0.0002703618,0.0003436413,0.0009732833,0.00007401541,0.00008450749],"category_scores_gemma":[0.00002002739,0.0001960287,0.0001519114,0.0005027381,0.00005433022,0.001198025,0.0002190408,0.0009435841,0.000006262495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002810662,"about_ca_system_score_gemma":0.00009521101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001295251,"about_ca_topic_score_gemma":0.00000935501,"domain_scores_codex":[0.9975306,0.0002749074,0.0006388575,0.000228944,0.0009116241,0.0004150151],"domain_scores_gemma":[0.9981725,0.0001537163,0.0008888736,0.0003757985,0.0002520494,0.000157104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000126964,0.00006478112,0.00206847,0.00001002057,0.00005497944,0.00005414502,0.001094259,0.991467,0.00002676018,0.0001459301,0.00171328,0.003173392],"study_design_scores_gemma":[0.0009771546,0.0004343651,0.000186092,0.00005770399,0.00001714207,0.001806295,0.00005167877,0.9922495,0.00128279,0.00003087345,0.002675307,0.0002310482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3766992,0.0000509015,0.6212435,0.0002198701,0.001486091,0.0001014252,0.000001488756,0.00007522776,0.0001222721],"genre_scores_gemma":[0.9833056,0.00001000202,0.01521731,0.001272843,0.0001139125,0.000008425814,0.000003902534,0.00001734157,0.00005062915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6066064,"threshold_uncertainty_score":0.799382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005616645369734464,"score_gpt":0.1976245616489266,"score_spread":0.1920079162791921,"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."}}