{"id":"W4242662592","doi":"10.5539/ass.v12n12p261","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 12, No. 12","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology; Psychology; 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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.007532085,0.000318915,0.0004503603,0.0003372349,0.008613013,0.0005781613,0.002863967,0.0002255872,0.002028929],"category_scores_gemma":[0.02209841,0.0002738737,0.0002431939,0.001618553,0.01097903,0.002243322,0.0004291224,0.0001674804,0.003545451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239863,"about_ca_system_score_gemma":0.003741972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003876255,"about_ca_topic_score_gemma":0.0001863095,"domain_scores_codex":[0.994332,0.0001687455,0.0005985986,0.001173405,0.001727194,0.002000109],"domain_scores_gemma":[0.9915949,0.0001393162,0.0004090756,0.0003205255,0.007034843,0.0005013205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001062155,0.00007753356,0.002355294,0.0000153177,0.00001620188,6.748014e-7,0.01894167,1.238244e-9,0.0005155826,0.03988853,0.2975616,0.640617],"study_design_scores_gemma":[0.0006464029,0.00003815464,0.04176526,0.00004956455,0.00002044106,1.141209e-7,0.005614689,5.953091e-7,0.0002123077,0.00901497,0.9421141,0.0005233776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001186949,0.0000267555,0.0003672422,0.004359274,0.02287164,0.001218908,0.00002947776,0.0002036036,0.9697362],"genre_scores_gemma":[0.7998763,0.000166421,0.005268537,0.002860379,0.03228778,0.0006855613,0.000008743443,0.0001152115,0.158731],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8110051,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967982703707,"score_gpt":0.3356013887441549,"score_spread":0.3059215617070849,"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."}}