{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003721592,0.0001951854,0.0002685134,0.0002871132,0.008194664,0.0004071969,0.001573141,0.0001224202,0.0003546147],"category_scores_gemma":[0.006161498,0.0001920003,0.0001572604,0.00310153,0.006359529,0.0008981072,0.0003198344,0.0001416745,0.0006707862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098844,"about_ca_system_score_gemma":0.001955007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002582229,"about_ca_topic_score_gemma":0.00004927358,"domain_scores_codex":[0.9962153,0.00008069813,0.0003360699,0.0007219104,0.001582551,0.00106344],"domain_scores_gemma":[0.9960196,0.00003774523,0.0001460475,0.0001684851,0.003408261,0.0002198516],"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":[0.0000108073,0.0001006725,0.001181676,0.0000267488,0.00001398766,5.699397e-7,0.008088765,2.344307e-8,0.0002483928,0.08173408,0.5485833,0.360011],"study_design_scores_gemma":[0.000243853,0.00001653462,0.08515071,0.00003146594,0.00001616273,1.868022e-8,0.00284332,0.000002436113,0.00009281647,0.00560982,0.905761,0.0002318894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005941215,0.00006055703,0.0003628759,0.004730389,0.01143279,0.0007977488,0.000005829703,0.00007057094,0.9819451],"genre_scores_gemma":[0.767787,0.0002674463,0.003131614,0.004055743,0.01221816,0.0004740739,0.00001537949,0.00003862731,0.2120119],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7699332,"threshold_uncertainty_score":0.9963446,"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."}}