{"id":"W3119160602","doi":"10.1145/3419102","title":"Social-Chain","year":2021,"lang":"en","type":"article","venue":"ACM Transactions on Internet Technology","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"National Postdoctoral Program for Innovative Talents; China Electronics Technology Group Corporation; Higher Education Discipline Innovation Project; China Postdoctoral Science Foundation; Ministry of Public Security of the People's Republic of China; Academy of Finland; National Natural Science Foundation of China","keywords":"Computer science; Blockchain; Reciprocal; Computer security; Scheme (mathematics); Process (computing); Cryptography; Chain (unit); Internet privacy; Distributed computing","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":[0.00008746555,0.0001446548,0.0001791502,0.0003914129,0.0001904714,0.00003984771,0.001607597,0.000428732,0.0001095311],"category_scores_gemma":[0.00003660147,0.0001574798,0.00009290261,0.001283683,0.000192965,0.00008275072,0.00009011829,0.0005832009,0.0002233762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005588164,"about_ca_system_score_gemma":0.00005023141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001062972,"about_ca_topic_score_gemma":0.00005133641,"domain_scores_codex":[0.998834,0.00003163091,0.0002157206,0.0005258205,0.0001103633,0.0002824508],"domain_scores_gemma":[0.9983554,0.00005856876,0.00005389793,0.001384321,0.0001144748,0.00003333099],"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":[0.00000201286,0.0002265892,0.0000264697,0.00000387638,0.00004403578,0.00003620338,0.000168117,0.000006743394,0.0009970992,0.7055064,0.0009666682,0.2920157],"study_design_scores_gemma":[0.0005057911,0.0001584105,0.0001057306,0.00001690822,0.00001826685,0.0003859906,0.0002220992,0.004260518,0.3076401,0.5788136,0.1074905,0.0003820648],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0151761,0.0001052925,0.926643,0.05529377,0.0001515122,0.00009114543,0.000003262437,0.001535559,0.001000389],"genre_scores_gemma":[0.9544573,0.00003082603,0.04349794,0.0006225307,0.00001168935,0.0001027549,0.000001855621,0.00001101572,0.001264102],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9392812,"threshold_uncertainty_score":0.642184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479248804478584,"score_gpt":0.2605319692811596,"score_spread":0.2457394812363738,"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."}}