{"id":"W4409807203","doi":"10.1007/978-3-031-89350-6_15","title":"Distributed and Verifiable Digital Badges","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi; Université du Québec en Outaouais","funders":"","keywords":"Computer science; Verifiable secret sharing; Computer graphics (images); Distributed computing; Computer security; Programming language","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":[0.003378386,0.0009139834,0.001065333,0.001329428,0.001483927,0.006675359,0.002101174,0.003326392,0.01445324],"category_scores_gemma":[0.01952188,0.0007888479,0.0007431025,0.00115695,0.004803197,0.01176838,0.004420065,0.004525082,0.003611062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187724,"about_ca_system_score_gemma":0.001504822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005284577,"about_ca_topic_score_gemma":0.0004629792,"domain_scores_codex":[0.9956157,0.0009949132,0.0002006298,0.0008393824,0.001821037,0.0005283876],"domain_scores_gemma":[0.978019,0.01097608,0.001140226,0.007894794,0.001638134,0.0003316477],"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":[0.0002957514,0.00007993168,0.0005713853,0.0001483987,0.00003744301,0.0002016009,0.0002480083,0.01448431,0.003166746,0.894486,0.009860246,0.07642005],"study_design_scores_gemma":[0.00006986184,0.00007734829,0.0003268613,0.0001106546,0.00004238018,0.0003973623,0.00009970133,0.07050215,0.006414225,0.8941298,0.02778909,0.00004059455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04166287,0.003122489,0.820429,0.00577262,0.001573733,0.0002851514,0.0006614578,0.002533885,0.1239588],"genre_scores_gemma":[0.8639051,0.00192664,0.06909523,0.0007545734,0.0007350902,0.0002615802,0.0004343831,0.0002687874,0.06261858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01445324,"threshold_uncertainty_score":0.04835087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009192098298250432,"score_gpt":0.2172565479728704,"score_spread":0.2080644496746199,"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."}}