{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04363495,0.003367608,0.007804345,0.00826091,0.005701304,0.009222219,0.006095817,0.01618948,0.08690993],"category_scores_gemma":[0.4435187,0.001820622,0.004445883,0.004052232,0.003380728,0.006900916,0.004242436,0.01269587,0.04648429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005431812,"about_ca_system_score_gemma":0.01295914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006348137,"about_ca_topic_score_gemma":0.009748447,"domain_scores_codex":[0.9545609,0.009121339,0.0106493,0.0031476,0.02072307,0.001797713],"domain_scores_gemma":[0.2664735,0.03061115,0.01441284,0.00580767,0.6740583,0.008636477],"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":[0.00003011397,0.000003311294,0.00006667709,0.0004872179,0.000009588657,0.00005744505,0.00005120214,0.000007628911,0.00003042922,0.00009754906,0.9960426,0.003116125],"study_design_scores_gemma":[0.0002593567,0.00004281017,0.001041552,0.004044311,0.000120922,0.0008517258,0.0006363194,0.0003442639,0.000302529,0.001384435,0.990811,0.0001608312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001360427,0.002397937,0.0008568977,0.1717591,0.8201948,0.0008803013,0.0007746655,0.0004147087,0.002585552],"genre_scores_gemma":[0.005158246,0.007149378,0.002972346,0.2262038,0.6883734,0.005364123,0.001645489,0.0009925275,0.06214067],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08690993,"threshold_uncertainty_score":0.2907426,"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."}}