{"id":"W4251875435","doi":"10.5539/ass.v12n9p250","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 12, No. 9","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; 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"],"category_scores_codex":[0.003819799,0.0002006043,0.0002510084,0.0001904867,0.006397811,0.0002722029,0.001506215,0.0001149441,0.0007773521],"category_scores_gemma":[0.006810741,0.0001530532,0.0001547167,0.001354326,0.007653298,0.001329555,0.0002649311,0.00008556927,0.001763153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110395,"about_ca_system_score_gemma":0.001252023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001572658,"about_ca_topic_score_gemma":0.0000523802,"domain_scores_codex":[0.9956701,0.00008248872,0.0003233125,0.0007381993,0.001984278,0.001201589],"domain_scores_gemma":[0.9962432,0.00004715062,0.0001852432,0.000171683,0.003015992,0.000336748],"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":[0.00001130245,0.00008034959,0.001417614,0.00001087857,0.000009178244,6.9193e-7,0.007204506,2.875922e-9,0.001096534,0.02984104,0.3504771,0.6098508],"study_design_scores_gemma":[0.0003308801,0.00003003696,0.08520033,0.00003201016,0.00001033267,4.813159e-8,0.001316266,3.905219e-7,0.0001597916,0.003831279,0.9088038,0.0002847966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009868969,0.00002866536,0.0004728448,0.00593928,0.009827194,0.0007720674,0.00001087797,0.00008184645,0.9818803],"genre_scores_gemma":[0.8665048,0.0002373869,0.001957635,0.001413285,0.01633614,0.0002944512,0.000004903593,0.0000432256,0.1132082],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8686721,"threshold_uncertainty_score":0.9990141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787549922311477,"score_gpt":0.3105467267643255,"score_spread":0.2826712275412107,"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."}}