{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"933608a2f27a","filters":{"venue":"Accounting Auditing and Finance"}},"results":[{"id":"W4405448035","doi":"10.23977/accaf.2024.050310","title":"Upgrading of MNC (Multi-National Corporation)'s Financial Management: Establishment and Optimization of Global Business Services (GBS)","year":2024,"lang":"en","type":"article","venue":"Accounting Auditing and Finance","topic":"Law, logistics, and international trade","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Business; Corporation; Finance; Financial services","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01387569959782564,"gpt":0.2270474140958827,"spread":0.2131717144980571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001918564,0.0003192064,0.0001406405,0.001353457,0.001471291,0.005304528,0.0004751062,0.0006565133,0.001881896],"category_scores_gemma":[0.003054432,0.0001066086,0.0001633142,0.002113348,0.001043326,0.002940532,0.002216472,0.0008754289,0.0004484558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004477024,"about_ca_system_score_gemma":0.007541835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01904145,"about_ca_topic_score_gemma":0.01754708,"domain_scores_codex":[0.9985301,0.0004376249,0.00008304705,0.0001368246,0.0004436174,0.0003686053],"domain_scores_gemma":[0.9984357,0.0001696978,0.0003173712,0.0001474377,0.0005021614,0.0004277237],"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":[0.00008247712,0.0003975476,0.1089827,0.0003537603,0.00003165075,0.0008064337,0.004312038,0.009858607,0.005824387,0.1321086,0.01980444,0.7174374],"study_design_scores_gemma":[0.00004081408,0.0006839735,0.2790452,0.001026784,0.00008266172,0.001875394,0.03094517,0.07579517,0.01288941,0.04272629,0.5547292,0.0001599129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7833171,0.002210402,0.03891066,0.009944024,0.0001371284,0.0006401025,0.0003078898,0.0005905027,0.1639422],"genre_scores_gemma":[0.9764904,0.0008252812,0.01714004,0.0002702563,0.00002909088,0.00004947366,0.0001276689,0.00002952421,0.005038265],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01904145,"threshold_uncertainty_score":0.03786123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}