{"id":"W4412838363","doi":"10.5539/ass.v21n4p106","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 21, No. 4","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":"Sociology; Psychology; Social science","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":[0.003719868,0.0001951675,0.0002684708,0.0002871238,0.008194317,0.0004073631,0.001573687,0.0001224147,0.0003547033],"category_scores_gemma":[0.006138827,0.000191997,0.0001572408,0.003100608,0.0063595,0.0008981085,0.0003198194,0.0001416591,0.0006749776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098622,"about_ca_system_score_gemma":0.001952983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002560746,"about_ca_topic_score_gemma":0.00004911058,"domain_scores_codex":[0.9962155,0.00008063534,0.0003360798,0.0007218249,0.001582464,0.001063465],"domain_scores_gemma":[0.9960447,0.00003779059,0.0001460579,0.000168518,0.00338308,0.0002198373],"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":[0.00001099847,0.0001009745,0.001189092,0.00002682396,0.00001403053,5.717148e-7,0.008117598,2.324867e-8,0.0002474434,0.08194671,0.5476405,0.3607052],"study_design_scores_gemma":[0.0002441005,0.00001674856,0.08401727,0.00003145936,0.00001616484,1.868717e-8,0.002843318,0.000002453257,0.00009219971,0.005639941,0.9068643,0.0002319679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005914384,0.00006061976,0.0003638873,0.004706743,0.01143119,0.0007978384,0.000005875223,0.00007055997,0.9819719],"genre_scores_gemma":[0.7701644,0.0002663099,0.003118283,0.004035948,0.01216424,0.0004720604,0.00001535676,0.000038456,0.2097249],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7722469,"threshold_uncertainty_score":0.9963446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177419147256938,"score_gpt":0.3239296008480885,"score_spread":0.3021554093755191,"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."}}