{"id":"W4410074438","doi":"10.63471/ml24002","title":"Blockchain Technology for Securing Digital Information: Opportunities and Challenges","year":2024,"lang":"en","type":"article","venue":"Advances in Machine Learning IoT and Data Security","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wycliffe College","funders":"","keywords":"Blockchain; Computer science; Data science; Internet privacy; Computer security; World Wide Web; Business","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":[0.002994186,0.0004341189,0.0006019091,0.001084243,0.001175408,0.003213152,0.001168172,0.002131615,0.006096213],"category_scores_gemma":[0.003664267,0.0002875408,0.0003287149,0.002381552,0.002149026,0.009306297,0.001948268,0.002229556,0.002608372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644777,"about_ca_system_score_gemma":0.002774132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252893,"about_ca_topic_score_gemma":0.001077486,"domain_scores_codex":[0.9980795,0.000527191,0.0000756267,0.0001895833,0.0009593142,0.0001686672],"domain_scores_gemma":[0.9969229,0.001358443,0.0002438647,0.0005311784,0.0006729854,0.0002706198],"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":[0.000111842,0.00008620436,0.0009373883,0.0009425468,0.0000263705,0.0003456076,0.0004888824,0.007185342,0.005115915,0.711732,0.01693867,0.2560892],"study_design_scores_gemma":[0.00004613658,0.000216489,0.0003942478,0.0007606669,0.00002336666,0.0006949369,0.0005053778,0.03896607,0.0075851,0.5778421,0.3728949,0.00007066026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.05585477,0.3083441,0.424831,0.08548512,0.004495583,0.0004341566,0.0004112818,0.0009033607,0.1192406],"genre_scores_gemma":[0.5081471,0.3465449,0.08406981,0.00336685,0.002741772,0.0005191996,0.0005701254,0.0001198916,0.0539203],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006096213,"threshold_uncertainty_score":0.02039385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665940324076519,"score_gpt":0.2822053899967518,"score_spread":0.2555459867559866,"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."}}