{"id":"W4400986213","doi":"10.23977/cpcs.2024.080107","title":"Analysis of Blockchain Based Visual Communication Design Information Management System under 5G Communication Network Technology","year":2024,"lang":"en","type":"article","venue":"Computing Performance and Communication systems","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blockchain; Computer science; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001900115,0.000202676,0.0003926244,0.0009792284,0.0004729695,0.0005144825,0.001547199,0.0001264971,9.632857e-7],"category_scores_gemma":[0.00001140406,0.0001958062,0.00008116366,0.003197206,0.0001495155,0.0006171081,0.0006514367,0.000238622,0.00002332464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207269,"about_ca_system_score_gemma":0.00005296284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003081508,"about_ca_topic_score_gemma":0.000002771628,"domain_scores_codex":[0.9978831,0.0004166472,0.000863653,0.000241234,0.0003329548,0.0002624373],"domain_scores_gemma":[0.9970098,0.0004793071,0.0003992665,0.001802493,0.0002457184,0.00006348511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001958515,0.00009331217,0.003422668,0.0009043303,0.0007234562,6.507796e-7,0.001789818,0.5612029,0.00001591154,0.2955503,0.0003709999,0.1359061],"study_design_scores_gemma":[0.0001990806,0.00007569767,0.002233462,0.001282655,0.0001502492,0.00000737658,0.0009389143,0.9926901,0.0000498317,0.0001356165,0.002044893,0.0001920869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1313641,0.005541686,0.8583886,0.0004719789,0.0002188079,0.0006716154,0.000002798281,0.0007383096,0.0026021],"genre_scores_gemma":[0.9803389,0.0003379324,0.0190491,0.00006817839,0.00001255636,0.00007475233,0.0000717647,0.00001098737,0.00003588269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8489748,"threshold_uncertainty_score":0.7984744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974030741650781,"score_gpt":0.2692719375423619,"score_spread":0.2495316301258541,"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."}}