{"id":"W4416833448","doi":"10.5539/ass.v21n6p90","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 21, No. 6","year":2025,"lang":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.007999636,0.0006112598,0.000786899,0.0006856485,0.01895173,0.001278755,0.003980048,0.0003807304,0.001256908],"category_scores_gemma":[0.01141879,0.0006313351,0.0005041087,0.008799206,0.01986545,0.002107555,0.001140368,0.0004239125,0.002114765],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300342,"about_ca_system_score_gemma":0.005815716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003344757,"about_ca_topic_score_gemma":0.00004527477,"domain_scores_codex":[0.9903879,0.0002278826,0.001023764,0.002004575,0.003696967,0.002658918],"domain_scores_gemma":[0.9892129,0.00008799684,0.0005278877,0.0004083518,0.009183381,0.000579486],"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":[0.00002949684,0.0002765559,0.0007028012,0.0001030974,0.00004556068,0.000001192351,0.01273797,4.514859e-8,0.0002585726,0.04372874,0.5048444,0.4372716],"study_design_scores_gemma":[0.0006449369,0.00006942045,0.09012162,0.000160234,0.00009177609,6.250089e-8,0.007001666,0.0000137422,0.000153821,0.00699386,0.8940539,0.0006949833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004851737,0.0003132846,0.0004452911,0.007607313,0.04155255,0.002041013,0.00002640223,0.00007798428,0.947451],"genre_scores_gemma":[0.7085238,0.001211563,0.002071093,0.004670748,0.02269809,0.0006543448,0.0000240772,0.00007907215,0.2600673],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7080386,"threshold_uncertainty_score":0.9998204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146228640233863,"score_gpt":0.3178124936721119,"score_spread":0.2963502072697733,"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."}}