{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004942337,0.0003400485,0.0003083913,0.0003995453,0.0005341763,0.001914279,0.0005388246,0.00146035,0.003030205],"category_scores_gemma":[0.001538103,0.0002123439,0.0002816015,0.0004760544,0.001920573,0.002417403,0.001024561,0.001082628,0.0003534526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047194,"about_ca_system_score_gemma":0.000723234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001987799,"about_ca_topic_score_gemma":0.001172928,"domain_scores_codex":[0.9995666,0.0001655887,0.00002055852,0.00005767859,0.0001456379,0.00004383831],"domain_scores_gemma":[0.9993624,0.0003509104,0.00008526698,0.00006986647,0.00008255702,0.00004895463],"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":[0.00002154813,0.00001806378,0.0002852959,0.00006389166,0.00001178114,0.00009155699,0.0001824296,0.2489582,0.003302403,0.7385965,0.0005846276,0.007883667],"study_design_scores_gemma":[0.00002680019,0.00004454466,0.0001900939,0.00002693487,0.000007809407,0.00005163242,0.00005854174,0.4973409,0.0009710632,0.4885545,0.01270894,0.00001819571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07016504,0.002555773,0.8694789,0.002102263,0.0002485921,0.000201156,0.0001733709,0.0004713582,0.05460358],"genre_scores_gemma":[0.9354254,0.002781707,0.04796081,0.0002386301,0.0001486866,0.0003120991,0.000104315,0.0000536195,0.01297479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003030205,"threshold_uncertainty_score":0.01013708,"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."}}