{"id":"W4293588356","doi":"10.1007/978-981-19-2976-2_13","title":"Cybersecurity Considerations in Blockchain-Based Solutions","year":2022,"lang":"en","type":"book-chapter","venue":"Blockchain technologies","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Blockchain; Computer security; Reputation; Harm; Context (archaeology); Information assurance; Computer science; Risk analysis (engineering); Information security; Internet privacy; Business; Political science; Law","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":[0.00161805,0.0004449683,0.0003837967,0.0005503104,0.001343839,0.004762433,0.001030508,0.002953708,0.01539273],"category_scores_gemma":[0.00347353,0.000339355,0.0003161278,0.001368908,0.00213187,0.008295779,0.001488097,0.002867217,0.002650617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457391,"about_ca_system_score_gemma":0.001159942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008304917,"about_ca_topic_score_gemma":0.001528918,"domain_scores_codex":[0.9992033,0.0002752066,0.00002421637,0.00007301241,0.0003423301,0.00008202447],"domain_scores_gemma":[0.9983077,0.001201749,0.00005781663,0.0001823106,0.0001748372,0.00007553038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001655434,0.00001986714,0.00004558224,0.0001120744,0.000004115313,0.00009219517,0.0001931439,0.004996152,0.0005725155,0.9476349,0.008527212,0.03778579],"study_design_scores_gemma":[0.000006734336,0.00003683679,0.00006525926,0.0002694933,0.000006367938,0.0002043634,0.0002199033,0.01230188,0.00115357,0.8154881,0.170237,0.00001047458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01987812,0.03860521,0.236737,0.0220769,0.002042358,0.0001668901,0.00009063211,0.0002316934,0.6801712],"genre_scores_gemma":[0.5274954,0.04730968,0.06497838,0.003269432,0.001768211,0.0003048399,0.0001769108,0.0002094,0.3544878],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01539273,"threshold_uncertainty_score":0.05149376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411159509251581,"score_gpt":0.2312833963288646,"score_spread":0.2071718012363488,"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."}}