{"id":"W2955757917","doi":"10.1109/seams.2019.00025","title":"Blockchain Networks as Adaptive Systems","year":2019,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Blockchain; Adaptability; Computer science; Sketch; Simplicity; Control reconfiguration; Controller (irrigation); Sustainability; Simple (philosophy); Risk analysis (engineering); Distributed computing; Computer security; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635409,0.00009346445,0.0001263444,0.00006575331,0.00008193144,0.00005197608,0.0008260927,0.0001413072,0.00004023193],"category_scores_gemma":[0.000005313999,0.00008017373,0.00003468673,0.0003703571,0.00003130248,0.0000495681,0.0002407908,0.0001713159,0.0007380644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002094341,"about_ca_system_score_gemma":0.00002405986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001137095,"about_ca_topic_score_gemma":0.000005463332,"domain_scores_codex":[0.9991587,0.00003625887,0.0001376311,0.0003346477,0.0001114302,0.0002212634],"domain_scores_gemma":[0.9989672,0.00007197979,0.00005029898,0.000804228,0.00005519855,0.00005115286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[9.015249e-7,0.00002152876,0.0001751988,0.000001399387,0.000008334944,0.000001593421,0.00004159405,0.002210859,0.00002184988,0.9930943,0.0007839081,0.003638499],"study_design_scores_gemma":[0.0001190882,0.00006341608,0.000110393,0.000005405099,0.000001462535,0.00002456589,0.00007166532,0.981699,0.0001288833,0.01086427,0.006787604,0.0001242811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02782138,0.0003182165,0.9318216,0.0008557788,0.0003094769,0.0003660653,3.758192e-7,0.0006463793,0.03786067],"genre_scores_gemma":[0.9912949,0.000007162122,0.00553529,0.0003022945,0.00003059663,0.00005038607,4.522928e-7,0.00000493196,0.00277404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9822301,"threshold_uncertainty_score":0.9486571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007198878914048539,"score_gpt":0.2099023932235552,"score_spread":0.2027035143095067,"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."}}