{"id":"W4389334738","doi":"10.55236/tuara.1344352","title":"Bibliometric Analysis of Articles on Web3","year":2023,"lang":"en","type":"article","venue":"The Universal Academic Research Journal","topic":"Web Application Security Vulnerabilities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Scope (computer science); China; Library science; Political science; Bibliometrics; Web of science; Geography; Regional science; Social science; Sociology; Computer science; Law; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.008893174,0.00007595828,0.0001768313,0.1081515,0.0004234579,0.0001357958,0.002803913,0.00007848825,0.00007752032],"category_scores_gemma":[0.0009404084,0.0000511176,0.0001360365,0.362858,0.0003456783,0.0004347278,0.0005320605,0.001624024,0.0002237399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275676,"about_ca_system_score_gemma":0.0001671178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003588645,"about_ca_topic_score_gemma":0.000001940134,"domain_scores_codex":[0.9964424,0.000776494,0.0003090385,0.0002138958,0.001789443,0.0004687447],"domain_scores_gemma":[0.9959434,0.002701547,0.0001301561,0.0005416258,0.000508705,0.000174593],"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":[0.0001015355,0.0001166375,0.01073586,0.00001936565,0.0009972608,0.00005094003,0.01125442,0.0109747,0.01481851,0.7090206,0.07383978,0.1680704],"study_design_scores_gemma":[0.0009709352,0.0005271232,0.351741,0.0000718255,0.000162725,0.00005532929,0.008098889,0.401677,0.01589757,0.1759792,0.04443666,0.0003817456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764619,0.0001665017,0.008493794,0.01227489,0.00005460341,0.0001247216,0.000004734795,0.00008181426,0.002337053],"genre_scores_gemma":[0.9977709,0.001057687,0.000184803,0.00007177675,0.00007971423,0.000003059449,7.117787e-7,0.000005334252,0.0008260368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5330414,"threshold_uncertainty_score":0.9019569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1523953156303511,"score_gpt":0.413689170504088,"score_spread":0.2612938548737369,"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."}}