{"id":"W7106334503","doi":"10.1109/tsc.2025.3635525","title":"QuanFraud: Quantum State Verification Scheme for Fraud Detection in IoT-Assisted Quantum-Blockchain Networks","year":2025,"lang":"","type":"article","venue":"IEEE Transactions on Services Computing","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Verifiable secret sharing; Exploit; Protocol (science); Identifier; Scheme (mathematics); Resilience (materials science); Replay attack; Oversampling","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00166945,0.0008046672,0.0008830496,0.001580538,0.001926969,0.0004331548,0.001897753,0.0009872764,0.00001037975],"category_scores_gemma":[0.00001274047,0.0009886832,0.0003975575,0.00513966,0.0002156416,0.0002261245,0.0000394972,0.001782565,0.00002777746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005267265,"about_ca_system_score_gemma":0.0002455855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009121766,"about_ca_topic_score_gemma":0.002946128,"domain_scores_codex":[0.994002,0.0004072859,0.00185479,0.002040636,0.0004212492,0.001274043],"domain_scores_gemma":[0.9957559,0.0008983833,0.0007762501,0.001863961,0.0005221273,0.0001833419],"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":[0.0002819381,0.001354134,0.00009144962,0.0006330583,0.0002150868,0.000004683598,0.001767155,0.400064,0.003053972,0.008629801,0.00001465118,0.5838901],"study_design_scores_gemma":[0.001941037,0.0003062312,0.001684561,0.000749628,0.00008369607,0.0000107225,0.0005828584,0.9789187,0.00983285,0.00450229,0.0006327646,0.0007546127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2798598,0.0005187633,0.7138736,0.001197762,0.002227628,0.001657347,0.00003015364,0.0006063602,0.00002858149],"genre_scores_gemma":[0.985816,0.0001471252,0.01268132,0.0007108429,0.00009510906,0.000405561,0.00001044622,0.00006217846,0.0000714024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7059562,"threshold_uncertainty_score":0.9993724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377426741754211,"score_gpt":0.2626156834430275,"score_spread":0.2488414160254854,"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."}}