{"id":"W4407043366","doi":"10.5539/ass.v21n1p120","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 21, No. 1","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; Political science; 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":[0.003718668,0.0001951803,0.000268387,0.0002870888,0.008191227,0.0004063938,0.001573531,0.0001224147,0.0003686423],"category_scores_gemma":[0.006220214,0.0001920084,0.0001572388,0.003102031,0.006358038,0.0008973515,0.0003199199,0.0001416898,0.0006810951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098525,"about_ca_system_score_gemma":0.001958759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002555205,"about_ca_topic_score_gemma":0.00004862077,"domain_scores_codex":[0.9962157,0.00008071659,0.0003358303,0.000722047,0.001582257,0.001063427],"domain_scores_gemma":[0.9960132,0.00003803369,0.0001460132,0.0001686681,0.003414303,0.0002198429],"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":[0.00001069466,0.00009967443,0.001169932,0.00002625963,0.00001386061,5.563788e-7,0.008005479,2.32428e-8,0.0002472025,0.07881337,0.5591639,0.3524491],"study_design_scores_gemma":[0.0002415379,0.00001648499,0.08397544,0.00003140323,0.00001616255,1.864172e-8,0.002843417,0.000002438073,0.00009200152,0.005564332,0.9069852,0.000231541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005900894,0.00006013793,0.0003599502,0.004735879,0.01142758,0.0007973479,0.000006013282,0.00007056654,0.9819524],"genre_scores_gemma":[0.7630056,0.000267594,0.003206185,0.004107744,0.01236868,0.0004889707,0.00001587609,0.00003916286,0.2165002],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7654523,"threshold_uncertainty_score":0.9963461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203586725677437,"score_gpt":0.3239496124226631,"score_spread":0.3019137451658887,"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."}}