{"id":"W4392152972","doi":"10.1109/upcon59197.2023.10434531","title":"Blockchain Technology for Enhanced Business Management","year":2023,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Blockchain; Computer science; Business; Computer security","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":[0.0001800564,0.00008921933,0.0001047917,0.0004537088,0.0001602551,0.00002310412,0.001000686,0.000124584,0.000005788304],"category_scores_gemma":[0.00001541014,0.00008315368,0.00002867215,0.003069787,0.0000590259,0.00002812187,0.0004366304,0.00006219331,0.0001574695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000013871,"about_ca_system_score_gemma":0.00001119405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001848625,"about_ca_topic_score_gemma":0.000005339111,"domain_scores_codex":[0.9991167,0.000004672044,0.0001386406,0.0003767641,0.00007611845,0.0002870909],"domain_scores_gemma":[0.9990817,0.00003455578,0.00003466597,0.0007284438,0.0000971198,0.0000235163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[7.442134e-7,0.00002357389,0.0000065835,0.00001258826,0.00001049765,0.000001928936,0.00002193507,0.00003140343,0.001019378,0.8636858,0.002274668,0.1329109],"study_design_scores_gemma":[0.000651052,0.00003912638,0.0008887715,0.00001175658,0.000008061139,0.000007330761,0.0001589661,0.07170327,0.05536355,0.7908509,0.07999934,0.0003179057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02118568,0.00002334761,0.9540319,0.01796792,0.0001161872,0.0004796693,0.000001467321,0.003021008,0.003172837],"genre_scores_gemma":[0.8438952,0.00003059383,0.151866,0.0002701619,0.00001805154,0.001112443,0.000003557663,0.000008751632,0.002795296],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8227095,"threshold_uncertainty_score":0.3390909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030453820196128,"score_gpt":0.2477148553506779,"score_spread":0.2374103171487166,"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."}}