{"id":"W4407618444","doi":"10.1108/978-1-83608-756-420251007","title":"Blockchain Application in the Accounting Information System: Advantages, Challenges, and Future Research Directions","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Blockchain; Accounting; Accounting information system; Computer science; Data 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896509,0.0002656038,0.0002771179,0.0009202408,0.0007132171,0.004617764,0.0006562722,0.0011026,0.01073573],"category_scores_gemma":[0.001691279,0.0001562831,0.0002502481,0.002696898,0.0006578571,0.005842015,0.0009274853,0.001251832,0.00268127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433235,"about_ca_system_score_gemma":0.001680539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846813,"about_ca_topic_score_gemma":0.002575766,"domain_scores_codex":[0.9992115,0.0002800589,0.00002790558,0.00006148605,0.0003523762,0.00006665546],"domain_scores_gemma":[0.9982105,0.00104712,0.00005500048,0.00009540563,0.00048567,0.0001063581],"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":[0.00005272435,0.00008797584,0.001196731,0.001386263,0.00001477199,0.000503825,0.001226599,0.002528058,0.003129444,0.2684311,0.02875421,0.6926885],"study_design_scores_gemma":[0.000007959531,0.0001258756,0.001008426,0.001695049,0.00002094141,0.0009460403,0.001743056,0.0108345,0.004521586,0.07539832,0.9036556,0.00004265205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.04722905,0.3694946,0.08228717,0.03320122,0.003463255,0.000294391,0.0001944372,0.0005293608,0.4633065],"genre_scores_gemma":[0.2776967,0.3959386,0.06063097,0.003017279,0.001912736,0.0001677348,0.0004271501,0.0001817446,0.2600271],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01073573,"threshold_uncertainty_score":0.03591454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846396588356298,"score_gpt":0.2661248860823125,"score_spread":0.2476609201987495,"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."}}