{"id":"W4413734318","doi":"10.5430/afr.v14n3p32","title":"Reviewer Acknowledgements for Accounting and Finance Research, Vol. 14, No. 3, 2025","year":2025,"lang":"en","type":"article","venue":"Accounting and Finance Research","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting; Business; Economics; Finance","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":[0.01614819,0.001744394,0.002837079,0.006271142,0.003586558,0.007728792,0.003312873,0.01027165,0.1668019],"category_scores_gemma":[0.234107,0.0008939152,0.002406484,0.002580729,0.001490306,0.004760113,0.002690445,0.006308778,0.09804583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003384033,"about_ca_system_score_gemma":0.007120212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003919503,"about_ca_topic_score_gemma":0.006558403,"domain_scores_codex":[0.9782385,0.003660224,0.003211863,0.001565966,0.01231198,0.001011545],"domain_scores_gemma":[0.4404368,0.01944741,0.007105056,0.004407782,0.5191007,0.009502209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001245377,0.000001893372,0.00003516946,0.0001076952,0.000002191021,0.00002898843,0.00001087432,0.00000436923,0.00001842109,0.00006920711,0.9966768,0.003031907],"study_design_scores_gemma":[0.00005568179,0.00002361451,0.000564487,0.001033028,0.00002324392,0.0004324202,0.0001534945,0.0001247047,0.0001389392,0.0006505104,0.9967505,0.00004934032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001409874,0.002857526,0.001095154,0.1206627,0.8638081,0.0004238262,0.000830668,0.0005701818,0.009610877],"genre_scores_gemma":[0.005208459,0.00764436,0.002975038,0.1406965,0.6231154,0.001702018,0.002884642,0.001412741,0.2143608],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1668019,"threshold_uncertainty_score":0.5580081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06167768492792409,"score_gpt":0.3789386613261823,"score_spread":0.3172609763982582,"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."}}