{"id":"W3099726814","doi":"10.1111/1911-3838.12239","title":"Blockchain in Accounting Research and Practice: Current Trends and Future Opportunities*","year":2020,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting; Audit; Blockchain; Scope (computer science); Corporate governance; Business; Function (biology); Accounting information system; Political science; Finance; Computer science","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":[0.001437322,0.000152552,0.0001851101,0.0004253536,0.0003789427,0.0003005134,0.000519414,0.0001244999,0.000008216744],"category_scores_gemma":[0.0004085326,0.0001539784,0.00001989112,0.001305495,0.0003069593,0.0004934629,0.0006898943,0.0007997913,0.000003070154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004857243,"about_ca_system_score_gemma":0.00006060248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000584659,"about_ca_topic_score_gemma":0.00001885493,"domain_scores_codex":[0.9983007,0.0001267815,0.0002135235,0.0006929394,0.0002881592,0.0003779376],"domain_scores_gemma":[0.9987844,0.0004148084,0.0001062106,0.0003288314,0.0002782982,0.00008749298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000161453,0.0001499647,0.003175174,0.00003480607,0.00001643479,0.00002166025,0.03789612,0.000001370094,0.0001904642,0.6040133,0.0006260589,0.3538585],"study_design_scores_gemma":[0.002544961,0.0005738573,0.08306265,0.0001758428,0.00003770049,0.0003525279,0.3598204,0.07884235,0.0003111854,0.05564255,0.4169332,0.001702727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6207417,0.0226633,0.002687975,0.3458829,0.0001527137,0.0003648133,0.000005861933,0.0005165565,0.006984271],"genre_scores_gemma":[0.9929974,0.00142979,0.004846178,0.0003034212,0.0003511783,0.00004134959,9.226143e-7,0.00001168887,0.00001808852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5483707,"threshold_uncertainty_score":0.6279058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06951557346585471,"score_gpt":0.3536371194344794,"score_spread":0.2841215459686247,"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."}}