{"id":"W3166296808","doi":"10.1145/3479722.3480994","title":"SoK","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Blockchain; Oracle; Computer science; Computer security; Smart contract; Bridge (graph theory); Service (business); Internet privacy; World Wide Web; Business; Software engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009823585,0.00009623075,0.0001293895,0.0000563406,0.00005165843,0.0001416094,0.001462188,0.0003128748,0.00005662424],"category_scores_gemma":[0.000008907009,0.00009250647,0.00006646455,0.0001499344,0.00003138131,0.00003454908,0.003520285,0.0004544903,0.00003969819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001579956,"about_ca_system_score_gemma":0.0001096919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003382106,"about_ca_topic_score_gemma":0.00001960243,"domain_scores_codex":[0.9991965,0.00001610713,0.0001181815,0.0004603276,0.00008679459,0.0001220484],"domain_scores_gemma":[0.998283,0.00001632615,0.00004552929,0.00155684,0.0000678089,0.00003048068],"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":[5.401966e-8,0.0000480957,0.00004799084,0.00001313684,0.0000143907,0.000008490634,0.0001194023,0.00001810516,0.0000364878,0.9611701,0.002803959,0.03571984],"study_design_scores_gemma":[0.0001522578,0.00001692122,0.001245732,0.00004638275,0.00001273189,0.00004457465,0.00008340084,0.1861933,0.01205012,0.7506526,0.04873392,0.0007679953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00757032,0.0004482316,0.9704356,0.005923406,0.0002533509,0.0001035358,7.492187e-7,0.000748623,0.01451615],"genre_scores_gemma":[0.6854664,0.00006575401,0.3130769,0.0005970101,0.00003096207,0.0000931536,0.000007971605,0.000004388657,0.0006573991],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6778961,"threshold_uncertainty_score":0.4387784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422206853086502,"score_gpt":0.2453278889215431,"score_spread":0.2311058203906781,"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."}}