{"id":"W4242153743","doi":"10.5539/ass.v17n6p38","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 17, No. 6","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; 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":[0.003173609,0.000192923,0.0002723551,0.0001437929,0.007484007,0.0004707202,0.00117625,0.0001173601,0.001069967],"category_scores_gemma":[0.006996395,0.0001962057,0.0001755476,0.002649053,0.005211857,0.001014835,0.0003269358,0.0001448533,0.0009161257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009004381,"about_ca_system_score_gemma":0.002405325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001410946,"about_ca_topic_score_gemma":0.00007017968,"domain_scores_codex":[0.9956117,0.00009849726,0.0003260755,0.0007913703,0.002054481,0.001117901],"domain_scores_gemma":[0.9939244,0.0000335079,0.0001581764,0.000179098,0.005383795,0.0003210328],"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":[0.000007790486,0.000154094,0.0009420395,0.00002263746,0.00001511749,0.000003933817,0.01490497,3.37297e-8,0.0007514777,0.03579714,0.6544623,0.2929385],"study_design_scores_gemma":[0.0002328068,0.0000170332,0.05869174,0.00002082512,0.00001427095,1.22638e-7,0.00436454,0.000001706249,0.0002268603,0.002781769,0.9333661,0.0002822207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007644483,0.00008273627,0.0001930481,0.004263648,0.009254925,0.0005077892,0.000008684967,0.00006161721,0.9848631],"genre_scores_gemma":[0.6480165,0.0005343832,0.00803275,0.005799054,0.03239466,0.0004732629,0.00005081842,0.00008412514,0.3046145],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6802486,"threshold_uncertainty_score":0.9998618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794955833160658,"score_gpt":0.3179065174949646,"score_spread":0.289956959163358,"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."}}