{"id":"W4247314009","doi":"10.5539/ass.v16n4p95","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 16, No. 4","year":2020,"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; Library science; Computer 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","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002454386,0.0002009319,0.0002758242,0.0001149128,0.006429749,0.0003827937,0.001562077,0.0001056263,0.0007047669],"category_scores_gemma":[0.007193967,0.0001975591,0.0001608522,0.002428427,0.005361863,0.001057666,0.000300484,0.0001526593,0.001540429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008476951,"about_ca_system_score_gemma":0.001270989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001797287,"about_ca_topic_score_gemma":0.00002462421,"domain_scores_codex":[0.9957899,0.00007803611,0.0003243878,0.0007655616,0.001992811,0.001049318],"domain_scores_gemma":[0.9963471,0.00002584407,0.0001752391,0.000118608,0.002846108,0.0004870913],"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":[0.00001665067,0.00007868955,0.0008611731,0.00002861609,0.00001189734,0.000001038901,0.02728315,3.081349e-8,0.0003982312,0.02582828,0.6452889,0.3002033],"study_design_scores_gemma":[0.0002669093,0.00004236786,0.02778704,0.00001298934,0.00001347313,2.973739e-8,0.004385283,0.000004234305,0.0001026488,0.001566508,0.965523,0.0002955025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0006579117,0.00004512963,0.0004279747,0.01205921,0.006214229,0.000840802,0.000009282448,0.00009564067,0.9796498],"genre_scores_gemma":[0.9547635,0.0001287687,0.001903144,0.005948549,0.01946041,0.0001930207,0.00001327218,0.0000394664,0.01754982],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9621,"threshold_uncertainty_score":0.999237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03586885022569294,"score_gpt":0.3139269347176282,"score_spread":0.2780580844919353,"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."}}