{"id":"W7010378820","doi":"","title":"Integrating a new management accounting routine into a routine cluster: the role of interactions between multiple management accounting routines","year":2023,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Management accounting; Accounting management; Cost accounting; Accounting information system; Audit; Process (computing)","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":[0.008305368,0.0004059639,0.0004232225,0.001553038,0.002299856,0.01368159,0.001721555,0.001032601,0.005886536],"category_scores_gemma":[0.03840039,0.0006699996,0.0003331101,0.001873362,0.001626826,0.009518771,0.005130559,0.001862666,0.001561405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002104588,"about_ca_system_score_gemma":0.00503261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008621765,"about_ca_topic_score_gemma":0.008912248,"domain_scores_codex":[0.9924292,0.003998934,0.0003913768,0.0008950348,0.001593511,0.0006919535],"domain_scores_gemma":[0.9634537,0.01273655,0.004414037,0.007818894,0.00524664,0.006330213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001488833,0.001211051,0.2087821,0.0002258099,0.0002520026,0.0008870909,0.03090891,0.01548104,0.02158938,0.08478011,0.01787012,0.6165236],"study_design_scores_gemma":[0.0001800509,0.001601749,0.3672577,0.0005074951,0.000463975,0.001324318,0.04465704,0.3185355,0.01633353,0.09050502,0.1576163,0.001017385],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8511506,0.0002623164,0.0745094,0.003876443,0.0003650862,0.0003038404,0.0001241186,0.003134951,0.06627318],"genre_scores_gemma":[0.9606524,0.00006077913,0.03317137,0.0001405476,0.00006536282,0.00004329412,0.0001072841,0.0003764753,0.005382356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01368159,"threshold_uncertainty_score":0.0439235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633200249317947,"score_gpt":0.2599278548109649,"score_spread":0.2435958523177854,"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."}}