{"id":"W4245385274","doi":"10.5539/ass.v12n10p278","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 12, No. 10","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; 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","insufficient_payload"],"category_scores_codex":[0.003834316,0.0002080028,0.0002587803,0.000191905,0.006310003,0.0002821071,0.001543425,0.0001211396,0.00180264],"category_scores_gemma":[0.007990967,0.0001592769,0.0001602131,0.001371516,0.007623311,0.001331394,0.0002749979,0.00008270855,0.002859225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099465,"about_ca_system_score_gemma":0.001290055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000140957,"about_ca_topic_score_gemma":0.0000509257,"domain_scores_codex":[0.9955935,0.00008535961,0.0003325395,0.0007574845,0.002015681,0.001215409],"domain_scores_gemma":[0.9957149,0.00004955576,0.0001929198,0.0001784533,0.003519898,0.0003442522],"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":[0.0000146963,0.00008493524,0.0008912439,0.0000112395,0.000009609848,7.072643e-7,0.006308905,3.107219e-9,0.0009566821,0.03648825,0.3737191,0.5815146],"study_design_scores_gemma":[0.000343561,0.00003481093,0.06243508,0.00003188386,0.00001084645,4.673654e-8,0.001180226,4.369383e-7,0.0001510805,0.005048335,0.9304691,0.0002946171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007912304,0.0000275258,0.000382728,0.005368315,0.008499646,0.0007328154,0.00001111884,0.00007956051,0.9841071],"genre_scores_gemma":[0.7042456,0.0002275074,0.002071729,0.001357622,0.01781888,0.000341446,0.000006761056,0.00005076476,0.2738796],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7102274,"threshold_uncertainty_score":0.9991099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806000141240161,"score_gpt":0.3105912771752736,"score_spread":0.282531275762872,"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."}}