{"id":"W4402025068","doi":"10.2139/ssrn.4940091","title":"A Decentralised Approach to Cyber-Physical Systems as a Service: Managing Shared Access Worldwide Through Blockchain Standards","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Blockchain; Cyber-physical system; Computer security; Business; Computer science; Service (business); Internet privacy; Marketing","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":[0.006130208,0.0003884647,0.0009221569,0.001310636,0.001803228,0.007454936,0.002520388,0.003174515,0.006625472],"category_scores_gemma":[0.0105029,0.0005813562,0.0006381536,0.002408506,0.004469829,0.01391401,0.005539928,0.004164049,0.00120639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002529166,"about_ca_system_score_gemma":0.00390758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177693,"about_ca_topic_score_gemma":0.002639017,"domain_scores_codex":[0.9949082,0.002208767,0.0003186628,0.0006277346,0.001494866,0.0004417398],"domain_scores_gemma":[0.989412,0.003259392,0.0006001065,0.004803448,0.001327581,0.0005973824],"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":[0.0001208639,0.0000874487,0.0003827789,0.00007425576,0.00003600564,0.0001397703,0.0004564606,0.05403943,0.002085645,0.906431,0.002174553,0.03397182],"study_design_scores_gemma":[0.00005890512,0.0000795127,0.0002062621,0.00005980593,0.00002028107,0.00009810262,0.000176313,0.2201872,0.002384645,0.7595214,0.0171668,0.00004063889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04226052,0.0006049339,0.9226407,0.003703246,0.0002089822,0.0002262015,0.0001050741,0.0006774822,0.02957283],"genre_scores_gemma":[0.8834766,0.0006656078,0.1000794,0.0002681946,0.0001832574,0.0002333191,0.0001329568,0.0001303022,0.01483037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007454936,"threshold_uncertainty_score":0.03241998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478608867100602,"score_gpt":0.2965265294384984,"score_spread":0.2817404407674924,"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."}}