{"id":"W4400700251","doi":"10.4995/carma2024.2024.17814","title":"Management Accounting and Digital Technologies: A Science mapping review","year":2024,"lang":"en","type":"article","venue":"","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Canadian Intensive Care Foundation","keywords":"Computer science; Accounting; Data science; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004969429,0.0006542933,0.001156638,0.03199873,0.00113419,0.004339602,0.0007464592,0.001433073,0.003205531],"category_scores_gemma":[0.01639646,0.0004794832,0.001094625,0.03303834,0.0009985975,0.004976396,0.001396618,0.001005264,0.0006253938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166044,"about_ca_system_score_gemma":0.009014825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003779051,"about_ca_topic_score_gemma":0.00566088,"domain_scores_codex":[0.997267,0.0007544305,0.0005500321,0.0002534547,0.001036697,0.0001383984],"domain_scores_gemma":[0.963103,0.0294566,0.002328087,0.0003620623,0.0043748,0.0003753826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006177368,0.00008329809,0.002409142,0.1134479,0.0004695666,0.0004177922,0.001573965,0.0008060869,0.0008898635,0.01821512,0.01877402,0.8428515],"study_design_scores_gemma":[0.00001440693,0.0001803648,0.01429226,0.1735875,0.00147167,0.001529897,0.004451736,0.0007746078,0.0008867001,0.01096749,0.7917671,0.00007629817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0013574,0.9928614,0.000591787,0.001515838,0.0003274261,0.00002521667,0.00007906659,0.00001093464,0.003230807],"genre_scores_gemma":[0.009478542,0.9887495,0.00078163,0.0003726693,0.000253748,0.00002916957,0.00008224473,0.000004943458,0.0002475365],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9680012,"threshold_uncertainty_score":0.02628118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442528718882419,"score_gpt":0.2385542934755382,"score_spread":0.2241290062867141,"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."}}