{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007162173,0.0003701522,0.0002326731,0.0004700804,0.0009126468,0.001091686,0.0008380537,0.001067389,0.004445564],"category_scores_gemma":[0.0008969837,0.0002879578,0.0003548001,0.000354993,0.0005585582,0.001613037,0.00148504,0.0007624326,0.001472593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005760023,"about_ca_system_score_gemma":0.001734813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325372,"about_ca_topic_score_gemma":0.001472914,"domain_scores_codex":[0.9993466,0.0001610523,0.00002452495,0.00008458507,0.0002990362,0.00008421538],"domain_scores_gemma":[0.9994171,0.00008941848,0.00007533188,0.0001855133,0.0001119862,0.0001207224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001031105,0.001563202,0.006117846,0.00056046,0.00007590884,0.00485472,0.001103461,0.161957,0.2828383,0.2199524,0.02065226,0.2992933],"study_design_scores_gemma":[0.0002959552,0.001335268,0.005105262,0.0001164188,0.00005093639,0.002083996,0.0003718644,0.7039198,0.0812114,0.05000031,0.1553307,0.0001781186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2449563,0.0003694332,0.6632597,0.001103083,0.0001662553,0.001343566,0.0002667965,0.00634694,0.08218789],"genre_scores_gemma":[0.8017091,0.0002002636,0.1725867,0.0001832973,0.00003860006,0.0004623988,0.0003368654,0.0002120748,0.0242707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004445564,"threshold_uncertainty_score":0.01487184,"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."}}