{"id":"W4405493783","doi":"10.62754/joe.v3i8.5371","title":"Blockchain Technology in Accounting: A Paradigm Shift in Transparency and Efficiency in the UK","year":2024,"lang":"en","type":"article","venue":"Journal of Ecohumanism","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Blockchain; Transparency (behavior); Paradigm shift; Accounting; Business; Computer science; Computer security; Epistemology; Philosophy","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":[0.007058681,0.0003097682,0.0003822941,0.00177312,0.001955999,0.0080366,0.0005912926,0.002551786,0.00925459],"category_scores_gemma":[0.01432984,0.0002239529,0.0003216901,0.00280035,0.004048447,0.005549667,0.002928316,0.002027485,0.0008384084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01754491,"about_ca_system_score_gemma":0.01467273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07166723,"about_ca_topic_score_gemma":0.04973342,"domain_scores_codex":[0.9927382,0.003241301,0.0006123382,0.0006229895,0.001919092,0.000866109],"domain_scores_gemma":[0.9815359,0.009256146,0.002564772,0.0009798424,0.003506776,0.002156631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009444645,0.0001766768,0.03372132,0.002987023,0.00004601629,0.004139881,0.02681957,0.004996346,0.003650966,0.38836,0.04516029,0.4889975],"study_design_scores_gemma":[0.00007928834,0.0005159231,0.1068694,0.00466392,0.00003364587,0.002348636,0.01874898,0.003690501,0.002363345,0.04426992,0.8162078,0.0002086069],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3788865,0.1517148,0.01131322,0.3300541,0.002920454,0.000188951,0.0006181242,0.0002153159,0.1240886],"genre_scores_gemma":[0.9406617,0.0349401,0.00222349,0.004449326,0.0003885615,0.00003196535,0.0001074533,0.00003598722,0.0171614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07166723,"threshold_uncertainty_score":0.1425002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138033082081019,"score_gpt":0.2481254654023763,"score_spread":0.2367451345815661,"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."}}