{"id":"W4232489880","doi":"10.5539/ass.v11n24p357","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 11, No. 24","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Sociology; 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"],"category_scores_codex":[0.005317932,0.000210163,0.0002767538,0.0002022529,0.00525647,0.0004286463,0.001561683,0.0001228818,0.0002553925],"category_scores_gemma":[0.007970587,0.0002012003,0.0001383672,0.002217905,0.006299565,0.00129583,0.0003045997,0.0001260648,0.001324946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292639,"about_ca_system_score_gemma":0.002272352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004522411,"about_ca_topic_score_gemma":0.0001030372,"domain_scores_codex":[0.9951511,0.00009731566,0.0003349174,0.0007116931,0.002537907,0.001167073],"domain_scores_gemma":[0.9941606,0.00002528364,0.0001877206,0.0001699699,0.004908198,0.000548222],"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":[0.00001336437,0.0001325031,0.002165988,0.00001571554,0.000009618794,0.000001340752,0.02598677,5.237475e-8,0.0001414179,0.05493027,0.7625782,0.1540247],"study_design_scores_gemma":[0.0003497626,0.00003441876,0.02566669,0.00001633945,0.00001320856,7.529093e-8,0.006245076,0.000003268093,0.00006437832,0.006227192,0.9610716,0.000308002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001591211,0.00005586757,0.0002280348,0.004052316,0.01696217,0.0008394068,0.000007636876,0.00008724545,0.9761761],"genre_scores_gemma":[0.8575311,0.0001245054,0.005170594,0.002520999,0.02694362,0.0003991905,0.00002163505,0.00006542377,0.1072229],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8689532,"threshold_uncertainty_score":0.9994527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04882885680211721,"score_gpt":0.3293408558754126,"score_spread":0.2805119990732954,"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."}}