{"id":"W4308529607","doi":"10.1016/j.compind.2022.103801","title":"Secure Intelligent Fuzzy Blockchain Framework: Effective Threat Detection in IoT Networks","year":2022,"lang":"en","type":"article","venue":"Computers in Industry","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":220,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Brandon University; University of Guelph","funders":"","keywords":"Blockchain; Computer science; Computer security; Ambiguity; Fuzzy logic; Internet of Things; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001191424,0.0003348013,0.0006432707,0.0005461437,0.001005353,0.001240622,0.001098572,0.0009348882,0.003223474],"category_scores_gemma":[0.002008861,0.0001729544,0.0003093477,0.0005206428,0.0007675948,0.001875734,0.001266969,0.0007204981,0.0003098586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007664199,"about_ca_system_score_gemma":0.001997377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003827817,"about_ca_topic_score_gemma":0.004244704,"domain_scores_codex":[0.999312,0.0001709384,0.00003815534,0.0001153439,0.0002521609,0.0001114024],"domain_scores_gemma":[0.9990779,0.0003548239,0.00009234699,0.0001367511,0.0002576394,0.00008056061],"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":[0.0005298664,0.0002022104,0.002384603,0.0001998594,0.00007876557,0.0004702811,0.0003163544,0.6539101,0.01489537,0.1715612,0.003066028,0.1523854],"study_design_scores_gemma":[0.00001364595,0.00003109056,0.0001031091,0.000007687252,0.000008717645,0.00003695173,0.00002602774,0.9713064,0.00185822,0.02581348,0.0007879095,0.000006642884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06539178,0.0002488839,0.9275014,0.0003479697,0.00005984596,0.0001211172,0.0001230855,0.000375208,0.005830801],"genre_scores_gemma":[0.9523889,0.0001651402,0.04451142,0.0000462606,0.00002486844,0.00006454234,0.00009945194,0.00001429295,0.002685239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003827817,"threshold_uncertainty_score":0.01078361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009739335810811418,"score_gpt":0.2435217479711355,"score_spread":0.2337824121603241,"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."}}