{"id":"W4210422753","doi":"10.5539/ass.v17n9p57","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 17, No. 9","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; Political science; Psychology; Regional 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":[0.003172952,0.0001929075,0.0002723195,0.0001437978,0.007485357,0.0004705893,0.001175363,0.0001173436,0.001074343],"category_scores_gemma":[0.006996438,0.0001961853,0.0001755455,0.002648807,0.005211736,0.001014835,0.0003267917,0.0001448034,0.0009176258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009014389,"about_ca_system_score_gemma":0.002404655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001371672,"about_ca_topic_score_gemma":0.00006892787,"domain_scores_codex":[0.995612,0.00009849187,0.0003260668,0.0007912547,0.002054337,0.001117838],"domain_scores_gemma":[0.9939247,0.00003350523,0.0001581586,0.0001790473,0.00538356,0.0003209859],"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":[0.000007769091,0.0001536981,0.0009464722,0.00002267937,0.00001514402,0.00000394232,0.01490722,3.429426e-8,0.000753446,0.03494469,0.6571077,0.2911372],"study_design_scores_gemma":[0.000232778,0.00001704843,0.05856673,0.00002085926,0.00001428152,1.228328e-7,0.004361297,0.000001729205,0.0002286625,0.002784417,0.9334897,0.0002824107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007696605,0.000082713,0.0001934395,0.004271863,0.009265868,0.000507619,0.000008699055,0.00006169726,0.9848384],"genre_scores_gemma":[0.6481424,0.0005363091,0.008044038,0.005811144,0.03245329,0.0004705906,0.00005095118,0.00008424035,0.304407],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6804314,"threshold_uncertainty_score":0.9998603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797618020151753,"score_gpt":0.3179651274264094,"score_spread":0.2899889472248919,"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."}}