{"id":"W3008093552","doi":"10.1007/978-3-030-39445-5_11","title":"Systematization of Knowledge on Scalability Aspect of Blockchain Systems","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in intelligent systems and computing","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Blockchain; Immutability; Scalability; Intermediary; Computer science; Audit; Distributed ledger; Reliability (semiconductor); Data science; Business; Computer security; Database; Accounting","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":[0.001011579,0.0003121887,0.0004789305,0.0007055858,0.0008697821,0.002536368,0.0007871313,0.0006867766,0.006710697],"category_scores_gemma":[0.002627492,0.0003011344,0.0007422373,0.001378329,0.002358113,0.007134874,0.001882534,0.002303284,0.0008524379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484311,"about_ca_system_score_gemma":0.00104117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158059,"about_ca_topic_score_gemma":0.0008920276,"domain_scores_codex":[0.999144,0.0002642343,0.00006857074,0.0001768877,0.0002665962,0.00007971355],"domain_scores_gemma":[0.9983986,0.0007437674,0.00008592798,0.0005366286,0.0001853745,0.00004962551],"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":[0.00001410831,0.00001345637,0.00009886838,0.00005116004,0.000009048456,0.00006457369,0.0001677972,0.006154441,0.00106023,0.9784636,0.001221237,0.01268155],"study_design_scores_gemma":[0.000006276328,0.00001164058,0.0001164987,0.00002105727,0.00001077309,0.00007247758,0.00004077292,0.03897739,0.001322266,0.9503634,0.009051011,0.000006293747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04472248,0.002076607,0.8233824,0.002824981,0.0002440476,0.0001572617,0.0003803061,0.0005500012,0.1256618],"genre_scores_gemma":[0.8282869,0.002663553,0.1353318,0.0003803091,0.0004487397,0.0002486668,0.0008423817,0.0002113167,0.03158624],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006710697,"threshold_uncertainty_score":0.02244955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677558033078424,"score_gpt":0.2592673360702399,"score_spread":0.2424917557394557,"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."}}