{"id":"W4401752377","doi":"10.1109/icdcs60910.2024.00131","title":"Demo: Blockchain Shield - Advanced Threat Detection & Forensic Analysis Platform","year":2024,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Blockchain; Shield; Computer science; Forensic science; Computer security; Geology; Archaeology; Paleontology; Geography","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":[0.001568506,0.0005764475,0.0002675259,0.001292672,0.0004026698,0.001468911,0.001059041,0.0007758848,0.02016167],"category_scores_gemma":[0.002419319,0.000292881,0.000281747,0.000475366,0.0005852629,0.002384893,0.002678702,0.001229097,0.004743905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000568037,"about_ca_system_score_gemma":0.00118487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046859,"about_ca_topic_score_gemma":0.002148498,"domain_scores_codex":[0.9994549,0.0001061813,0.0000191868,0.0000620804,0.0002798894,0.00007781594],"domain_scores_gemma":[0.9990576,0.0002328143,0.0000550929,0.0003344562,0.0001792499,0.0001408146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003944854,0.0007405492,0.01218589,0.0006315325,0.0001767528,0.003343392,0.001821227,0.05079916,0.06870566,0.08151605,0.2775331,0.4986017],"study_design_scores_gemma":[0.0005012173,0.0006154486,0.006129566,0.0002375506,0.00004942716,0.001806212,0.0004982088,0.5256479,0.06322919,0.06678385,0.3343273,0.0001742235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.141433,0.000872978,0.5533838,0.005379283,0.0007259337,0.001978505,0.0157209,0.1783774,0.1021282],"genre_scores_gemma":[0.6338779,0.0008341218,0.3002158,0.001588509,0.0001756279,0.0008873526,0.01837788,0.004435834,0.03960692],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02016167,"threshold_uncertainty_score":0.06744748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329018201101575,"score_gpt":0.2536700751143969,"score_spread":0.2403798931033811,"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."}}