{"id":"W4253980461","doi":"10.5539/ass.v13n6p186","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 13, No. 6","year":2017,"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":"Psychology; Sociology","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004261536,0.0002034994,0.0002733817,0.0001480227,0.02236634,0.001098479,0.002854576,0.0001219076,0.0004030302],"category_scores_gemma":[0.01031569,0.000196315,0.0001641124,0.0006902916,0.01416481,0.001849033,0.0004706218,0.0001423198,0.001213164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007574885,"about_ca_system_score_gemma":0.001255912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009049599,"about_ca_topic_score_gemma":0.0001751291,"domain_scores_codex":[0.9957806,0.00005944141,0.0002973372,0.0007363502,0.001974548,0.00115176],"domain_scores_gemma":[0.9955136,0.00002233308,0.0003305517,0.0003230081,0.003478613,0.0003319108],"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":[0.00001329686,0.0001189859,0.003715764,0.00002232871,0.00001427603,0.000001572699,0.01398855,1.417766e-8,0.0002486127,0.04231935,0.4315799,0.5079773],"study_design_scores_gemma":[0.0002535535,0.0000212783,0.2283981,0.00002025621,0.00001183791,4.036201e-8,0.002010264,0.000002030171,0.00006301257,0.003095275,0.7658578,0.0002665812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001368747,0.00003066245,0.0001065855,0.005119488,0.01208199,0.0007271777,0.000007742923,0.00005351185,0.9805041],"genre_scores_gemma":[0.9321977,0.0001394375,0.001278714,0.0007636764,0.01329956,0.0001742568,0.000005679291,0.00002830808,0.05211264],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.930829,"threshold_uncertainty_score":0.9999385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0362354478223406,"score_gpt":0.338317859266849,"score_spread":0.3020824114445084,"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."}}