{"id":"W4214916010","doi":"10.3390/s22051972","title":"Blockchain Based Authentication and Cluster Head Selection Using DDR-LEACH in Internet of Sensor Things","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Authentication (law); Head (geology); Blockchain; Cluster (spacecraft); Computer science; Selection (genetic algorithm); The Internet; Internet of Things; Computer security; Computer network; Operating system; Artificial intelligence; Geology","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":[0.001284285,0.000462169,0.0008105082,0.0006585715,0.001074416,0.0008132801,0.001475685,0.0007465087,0.001246161],"category_scores_gemma":[0.001512951,0.0003279437,0.0005824377,0.0009459998,0.0007852045,0.002295433,0.001562671,0.0005274797,0.000332449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015422,"about_ca_system_score_gemma":0.001437232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00499855,"about_ca_topic_score_gemma":0.004497071,"domain_scores_codex":[0.9985105,0.0004753044,0.00009833881,0.0002776853,0.0004705922,0.000167479],"domain_scores_gemma":[0.9993078,0.0002025589,0.0001051809,0.000143667,0.0001859784,0.00005491631],"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":[0.000353427,0.0001035023,0.002837437,0.0003329908,0.0001244925,0.0005434155,0.0003749372,0.806738,0.01430093,0.0535778,0.003102768,0.1176104],"study_design_scores_gemma":[0.00003734005,0.0001347066,0.0003410301,0.00001736815,0.00002637531,0.000147654,0.00006865791,0.9749357,0.004489586,0.01536894,0.004401303,0.00003131758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05490767,0.00123689,0.9341189,0.0006363842,0.0001668639,0.0002262238,0.0001603665,0.0007934661,0.007753331],"genre_scores_gemma":[0.9336422,0.0009213943,0.06013207,0.0001080941,0.00004579375,0.0002054693,0.0002139673,0.00003217215,0.004698929],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00499855,"threshold_uncertainty_score":0.009938955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04072845861304387,"score_gpt":0.2779609986657108,"score_spread":0.2372325400526669,"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."}}