{"id":"W4235182779","doi":"10.5539/ass.v17n2p119","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 17, No. 2","year":2021,"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":"Psychology; Sociology; Political science; 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","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00315522,0.0001928598,0.0002722905,0.0001436972,0.007482544,0.0004705116,0.001175849,0.000117361,0.00110159],"category_scores_gemma":[0.006985331,0.0001961472,0.0001755044,0.002647466,0.005210277,0.001014533,0.0003269676,0.0001448283,0.0009192803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009014794,"about_ca_system_score_gemma":0.002399786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001395705,"about_ca_topic_score_gemma":0.00006852255,"domain_scores_codex":[0.9956135,0.0000984856,0.0003259708,0.0007909675,0.002053628,0.001117408],"domain_scores_gemma":[0.9939272,0.00003332183,0.0001583343,0.0001789713,0.005381206,0.0003209535],"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":[0.000007574596,0.0001506344,0.0009003752,0.00002222568,0.00001485851,0.000003905908,0.0146038,3.375587e-8,0.0007193311,0.03448021,0.6584121,0.290685],"study_design_scores_gemma":[0.0002319452,0.0000169863,0.05740111,0.00002056118,0.00001422481,1.227337e-7,0.004318268,0.000001706904,0.0002250857,0.002766019,0.9347227,0.0002812525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007584049,0.00008302935,0.0001871013,0.004240305,0.0092882,0.0005054799,0.000008791182,0.00006153535,0.9848672],"genre_scores_gemma":[0.6386531,0.0005525476,0.008123619,0.005919242,0.03349128,0.0004827642,0.00005331786,0.00008583979,0.3126383],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6722289,"threshold_uncertainty_score":0.9998586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273957950634298,"score_gpt":0.317590685290274,"score_spread":0.2901948902268442,"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."}}