{"id":"W4411949828","doi":"10.1109/iwcmc65282.2025.11059702","title":"Enhancing Security of Over-the-Air Updates in Connected and Autonomous Vehicles using Blockchain: Proof of Concept","year":2025,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Blockchain; Proof of concept; Computer science; Computer security; Proof-of-work system; Operating system","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":[0.002544905,0.0005690939,0.0003693397,0.0005502281,0.0006121437,0.001242861,0.001189922,0.001265964,0.003998601],"category_scores_gemma":[0.005960323,0.0003087702,0.0003210191,0.0003364726,0.00155383,0.00379949,0.001792536,0.001349756,0.0006656366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006320984,"about_ca_system_score_gemma":0.001873149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076348,"about_ca_topic_score_gemma":0.0008627997,"domain_scores_codex":[0.997436,0.0006064047,0.00009420613,0.0001967567,0.001415152,0.0002515172],"domain_scores_gemma":[0.9953396,0.001954898,0.0004719726,0.0009906306,0.001010287,0.0002324545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001215258,0.0008143929,0.003678001,0.00115645,0.0001263007,0.001661753,0.0008684191,0.1534761,0.306121,0.2657958,0.004865537,0.2602209],"study_design_scores_gemma":[0.0004560409,0.002056094,0.0006207108,0.0001628847,0.00006847535,0.0008940742,0.0001500627,0.6851175,0.2427245,0.04002845,0.02763245,0.00008878447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1179668,0.0004994401,0.8662718,0.0006743446,0.0002003928,0.0009217123,0.0001129524,0.001339698,0.01201291],"genre_scores_gemma":[0.9144826,0.0003774388,0.08107023,0.0001135128,0.00003748006,0.0003235353,0.00007924533,0.00005280025,0.003463234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003998601,"threshold_uncertainty_score":0.01345891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007491060697821504,"score_gpt":0.2414760406241941,"score_spread":0.2339849799263726,"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."}}