{"id":"W4213336422","doi":"10.5539/ass.v17n8p46","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 17, No. 8","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":"Sociology; Psychology; Social science; Political 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":[0.003173543,0.0001929285,0.0002723589,0.000143767,0.007484981,0.0004706749,0.001176135,0.0001173612,0.001078781],"category_scores_gemma":[0.006996762,0.0001962064,0.0001755493,0.002647496,0.005211844,0.001014714,0.0003268727,0.0001448507,0.0009211226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009016082,"about_ca_system_score_gemma":0.002405902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001395981,"about_ca_topic_score_gemma":0.00006902493,"domain_scores_codex":[0.9956121,0.00009849539,0.0003260685,0.0007913377,0.002054092,0.001117927],"domain_scores_gemma":[0.9939243,0.00003351,0.0001581767,0.0001790954,0.005383853,0.0003210248],"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":[0.000007723139,0.0001527801,0.000934244,0.0000225468,0.00001505691,0.000003919688,0.01481926,3.409598e-8,0.0007436715,0.03517395,0.6528139,0.2953129],"study_design_scores_gemma":[0.0002329742,0.0000170859,0.05820266,0.00002086993,0.00001428983,1.228988e-7,0.004362456,0.00000173001,0.0002315693,0.002785245,0.9338484,0.0002825937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007722859,0.0000826715,0.0001931536,0.004269083,0.009259775,0.0005074355,0.000008696151,0.00006128063,0.9848456],"genre_scores_gemma":[0.6474743,0.0005285203,0.008024424,0.005790178,0.03233067,0.0004719558,0.00005075657,0.00008387827,0.3052453],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6796003,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796534603015398,"score_gpt":0.3179505735677151,"score_spread":0.2899852275375611,"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."}}