{"id":"W2146206453","doi":"10.5267/j.msl.2015.5.004","title":"Accounting information system and management’s decision making process","year":2015,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting information system; Management accounting; Process (computing); Computer science; Quality (philosophy); Process management; Knowledge management; Accounting; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008046784,0.0002899037,0.0001961767,0.00228367,0.001348356,0.007619536,0.0005186089,0.00096033,0.003321053],"category_scores_gemma":[0.02524023,0.0001232072,0.0002736379,0.003122888,0.003066261,0.003016736,0.001330914,0.001268079,0.0004820601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002281645,"about_ca_system_score_gemma":0.00397461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004547575,"about_ca_topic_score_gemma":0.00227066,"domain_scores_codex":[0.9906335,0.005339372,0.0005422208,0.000541557,0.002307965,0.0006354681],"domain_scores_gemma":[0.9750553,0.01621297,0.004359801,0.0008162557,0.002546567,0.001009099],"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":[0.0003776004,0.0008326733,0.1289899,0.000571947,0.0003958815,0.0008418397,0.02709731,0.01299924,0.0027378,0.5567616,0.008772301,0.2596218],"study_design_scores_gemma":[0.0001469087,0.0005915791,0.3042643,0.0009654002,0.0002143614,0.0006277802,0.02714676,0.02854871,0.004536586,0.4937743,0.1388233,0.0003600551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6923258,0.007101503,0.02525637,0.02566592,0.0003586042,0.0003186314,0.000385973,0.000138015,0.2484492],"genre_scores_gemma":[0.9944125,0.0007760283,0.00300754,0.0002414348,0.00005088919,0.00002092316,0.00003785047,0.000007006483,0.00144589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008046784,"threshold_uncertainty_score":0.04255599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392287604854404,"score_gpt":0.278625873318031,"score_spread":0.2393971128325905,"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."}}