{"id":"W4414766542","doi":"10.5539/ass.v21n5p110","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 21, No. 5","year":2025,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asian studies; Social category; Asian americans","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03831669,0.003317431,0.007253821,0.00762739,0.005339765,0.009159136,0.006015738,0.01674583,0.09138353],"category_scores_gemma":[0.3994348,0.001726736,0.004503381,0.003577644,0.003194748,0.006433815,0.004026062,0.01206325,0.04822881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0051479,"about_ca_system_score_gemma":0.01150514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006152204,"about_ca_topic_score_gemma":0.009343374,"domain_scores_codex":[0.9570913,0.008002694,0.009899137,0.002867064,0.02042735,0.001712378],"domain_scores_gemma":[0.3016924,0.02539931,0.01365375,0.00524934,0.6449808,0.009024385],"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":[0.00003154308,0.000003362921,0.00006971633,0.000446204,0.00001030041,0.00006691288,0.0000454646,0.00000772721,0.00003192151,0.00009753238,0.9959766,0.003212766],"study_design_scores_gemma":[0.0002634499,0.00004480358,0.001106261,0.003715517,0.000125577,0.0009091317,0.0005986814,0.0003813996,0.0003279068,0.001284672,0.9910815,0.000161039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001379562,0.002177735,0.0008748813,0.1539868,0.8381327,0.0008481995,0.0006723168,0.0004212878,0.002748168],"genre_scores_gemma":[0.005710648,0.006345691,0.002872634,0.2158782,0.6934783,0.004581452,0.001512809,0.0009092153,0.06871098],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9086165,"threshold_uncertainty_score":0.3057083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158235907781895,"score_gpt":0.3235731132099829,"score_spread":0.301990754132164,"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."}}