{"id":"W4407154876","doi":"10.2139/ssrn.5101212","title":"The Impact of Cryptocurrency on Cybersecurity","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cryptocurrency; Computer security; Business; Internet privacy; Computer science","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":[0.001685735,0.0002141034,0.0002775352,0.0009982898,0.001036412,0.003746283,0.0003725386,0.001177275,0.0220534],"category_scores_gemma":[0.01115836,0.0001364427,0.0002887325,0.001539668,0.002092867,0.004361833,0.001296264,0.001453998,0.0008878756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002095615,"about_ca_system_score_gemma":0.001666602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004924945,"about_ca_topic_score_gemma":0.006305655,"domain_scores_codex":[0.9988985,0.0004382195,0.00003052945,0.00007902915,0.0002850842,0.0002686195],"domain_scores_gemma":[0.9896322,0.006528343,0.0009838068,0.0005525188,0.00152926,0.0007738295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001523168,0.0006116398,0.06434368,0.0003904052,0.0001622828,0.001314083,0.0008116321,0.05048409,0.003767433,0.7525865,0.008922686,0.1150824],"study_design_scores_gemma":[0.0001361446,0.0007791892,0.08459173,0.0003000563,0.0001991537,0.0007948461,0.005284938,0.06542168,0.005808005,0.7962221,0.04036761,0.00009462298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7796789,0.004670069,0.003949372,0.01346055,0.0002657092,0.00002055243,0.0003195924,0.00005480622,0.1975805],"genre_scores_gemma":[0.997493,0.0005148777,0.00007500359,0.00007646482,0.00003384677,0.0000012666,0.00001537895,0.0000041191,0.001786052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0220534,"threshold_uncertainty_score":0.07377595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004558092565784559,"score_gpt":0.2700415255845893,"score_spread":0.2654834330188048,"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."}}