{"id":"W4387319274","doi":"10.1109/mnet.2023.3318609","title":"A Decentralized Web 3.0 Platform for Manufacturing Customized Products","year":2023,"lang":"en","type":"article","venue":"IEEE Network","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Computer science; The Internet; Database transaction; Workflow; World Wide Web; Key (lock); Single point of failure; Web service; Computer security; Database; Distributed computing","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":[0.00043459,0.0001280177,0.0001890185,0.00008400489,0.0002785267,0.00005955538,0.0007643087,0.0001285836,0.000002268733],"category_scores_gemma":[0.00002455509,0.0001193742,0.00006626968,0.0007064553,0.00004139218,0.0001106964,0.0001215621,0.0001418039,0.0001114687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002916276,"about_ca_system_score_gemma":0.00005240561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003151485,"about_ca_topic_score_gemma":0.00001082358,"domain_scores_codex":[0.9987139,0.00001478227,0.0002014577,0.0004162818,0.000115117,0.0005385029],"domain_scores_gemma":[0.9989994,0.0001506511,0.00007696,0.0006692198,0.00004546891,0.00005828404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000155323,0.0001118028,0.0001148783,0.00008801266,0.0001188116,0.00001824877,0.0004676378,0.006861129,0.001462461,0.1474598,0.7612923,0.08184955],"study_design_scores_gemma":[0.002166308,0.00004577442,0.0003567878,0.00002788731,0.00001618124,0.0000136919,0.00001142078,0.1328566,0.02547897,0.1677904,0.6708587,0.0003772259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6773848,0.0006216591,0.2836884,0.01493989,0.01022647,0.003819728,0.00001864661,0.008012895,0.001287538],"genre_scores_gemma":[0.9568492,0.0001629063,0.0397821,0.000438437,0.001397804,0.0007962994,0.00001568942,0.00002678563,0.0005308171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2794644,"threshold_uncertainty_score":0.486794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221730340445581,"score_gpt":0.2537700109626932,"score_spread":0.2315527075582374,"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."}}