{"id":"W4236860298","doi":"10.5539/ass.v12n8p275","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 12, No. 8","year":2016,"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","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":[0.003820511,0.0002006261,0.0002510448,0.0001904459,0.006397489,0.0002722524,0.001507204,0.0001149613,0.0007805636],"category_scores_gemma":[0.006811056,0.0001530697,0.0001547201,0.001353654,0.007653457,0.001329398,0.0002649967,0.00008559722,0.001769866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104157,"about_ca_system_score_gemma":0.001252673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000160053,"about_ca_topic_score_gemma":0.00005245396,"domain_scores_codex":[0.9956702,0.00008249167,0.0003233142,0.0007382768,0.001984041,0.001201685],"domain_scores_gemma":[0.9962429,0.00004715733,0.0001852644,0.0001717292,0.003016156,0.0003367889],"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":[0.00001119698,0.00007959519,0.001394494,0.00001077782,0.000009094089,6.855935e-7,0.007137379,2.849467e-9,0.001078591,0.02993304,0.3469572,0.6133879],"study_design_scores_gemma":[0.0003312236,0.00003010886,0.08470279,0.00003203277,0.0000103407,4.816687e-8,0.001316872,3.907798e-7,0.0001618546,0.003833166,0.9092962,0.0002850367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009898803,0.0000286399,0.0004719634,0.005933122,0.009816937,0.00077149,0.00001087014,0.00008126235,0.9818959],"genre_scores_gemma":[0.8661119,0.0002341971,0.001955015,0.001409738,0.01629235,0.0002956308,0.000004890247,0.00004308723,0.1136531],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8682427,"threshold_uncertainty_score":0.9990073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786414989103799,"score_gpt":0.3105311587656335,"score_spread":0.2826670088745956,"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."}}