{"id":"W4206914699","doi":"10.5539/ass.v17n11p217","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 17, No. 11","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":[0.003213227,0.0002016933,0.0002838448,0.0001477733,0.007473857,0.0004776258,0.001217859,0.0001218585,0.001088191],"category_scores_gemma":[0.006685445,0.0002049178,0.0001830004,0.002695458,0.005248815,0.001039951,0.0003404514,0.0001341032,0.0008001805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009066671,"about_ca_system_score_gemma":0.002398527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002201118,"about_ca_topic_score_gemma":0.0001518423,"domain_scores_codex":[0.9954914,0.0001031456,0.0003391007,0.0008164842,0.002098412,0.001151433],"domain_scores_gemma":[0.9941266,0.00003471815,0.0001661068,0.0001860382,0.005154065,0.0003325091],"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":[0.00000806364,0.0001993442,0.002095042,0.00002949717,0.00001626576,0.000005294831,0.01828388,4.646287e-8,0.0007125651,0.08322299,0.5760164,0.3194106],"study_design_scores_gemma":[0.0002434174,0.00001558985,0.0740115,0.00002202228,0.00001503044,1.324023e-7,0.004671587,0.000001800476,0.0002201064,0.003853082,0.9166532,0.0002925069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00135801,0.00007739577,0.000241043,0.004938547,0.009936902,0.0005629994,0.000009988729,0.00006809468,0.982807],"genre_scores_gemma":[0.6937563,0.0004374962,0.007673754,0.005340572,0.02971191,0.0004538207,0.00005039329,0.00008232038,0.2624935],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7203135,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821744516961121,"score_gpt":0.3163143730114348,"score_spread":0.2880969278418236,"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."}}