{"id":"W3121665157","doi":"10.1145/3447934.3447938","title":"What's Next in Blockchain Research?","year":2021,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Viewpoints; Blockchain; Maturity (psychological); Foundation (evidence); Distributed ledger; GRASP; Value (mathematics); Presentation (obstetrics); Data science; Engineering ethics; Perspective (graphical); Computer science; Knowledge management; Management science; Diversity (politics); Political science; Engineering; Computer security","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":[0.0314497,0.0007298232,0.001334109,0.003322352,0.01010984,0.02561969,0.002717556,0.009907063,0.005273194],"category_scores_gemma":[0.0323207,0.0006102802,0.0007199177,0.006364701,0.03501606,0.06439511,0.006122799,0.01058263,0.001657135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007599494,"about_ca_system_score_gemma":0.01269885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003867315,"about_ca_topic_score_gemma":0.004759415,"domain_scores_codex":[0.9826969,0.01204416,0.0004496848,0.001541117,0.002120937,0.001147136],"domain_scores_gemma":[0.9563523,0.03202119,0.001694321,0.002675609,0.003375351,0.003881091],"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":[0.00007758322,0.00005827863,0.001309918,0.0007979146,0.00002188686,0.0001877465,0.009104162,0.0005416758,0.0002435768,0.9085239,0.01797096,0.06116235],"study_design_scores_gemma":[0.00001051155,0.00003051745,0.0002446747,0.0012688,0.00001125706,0.0001047816,0.0113939,0.0005981607,0.000223012,0.8877822,0.09829889,0.00003338343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01309668,0.1135788,0.02695647,0.802725,0.00527625,0.00005857087,0.0001120994,0.0001468466,0.03804938],"genre_scores_gemma":[0.6162482,0.2394283,0.03935825,0.07667624,0.01244915,0.0005287117,0.0003039612,0.000264419,0.01474275],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0314497,"threshold_uncertainty_score":0.1663239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913964189916888,"score_gpt":0.3419693960495823,"score_spread":0.2928297541504134,"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."}}