{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03754791,0.003425846,0.007589612,0.007721961,0.005489808,0.008894857,0.006216677,0.01641075,0.08793233],"category_scores_gemma":[0.4039716,0.001791188,0.004490013,0.003671875,0.003437586,0.006589928,0.00414522,0.01224259,0.04655975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005234395,"about_ca_system_score_gemma":0.01211452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006567789,"about_ca_topic_score_gemma":0.009749561,"domain_scores_codex":[0.9601798,0.007576424,0.00908526,0.00262206,0.0188836,0.001652946],"domain_scores_gemma":[0.2919289,0.02608637,0.01324533,0.005406856,0.6545174,0.008815182],"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":[0.0000319592,0.000003364651,0.00007140198,0.0004478006,0.00001012356,0.00006794964,0.00004546193,0.000008100551,0.00003411858,0.00009627228,0.9961157,0.003067788],"study_design_scores_gemma":[0.0002849008,0.00004375466,0.001078497,0.003456366,0.0001283151,0.000913039,0.000621423,0.0003951318,0.0003485977,0.001430592,0.991132,0.0001673297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001474575,0.002099643,0.0008804752,0.1565942,0.8356677,0.0008629324,0.0006986344,0.0004272548,0.00262179],"genre_scores_gemma":[0.005625944,0.006462915,0.003063883,0.2097483,0.6947972,0.005198027,0.001539144,0.0009733886,0.07259124],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08793233,"threshold_uncertainty_score":0.2941629,"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."}}