{"id":"W4237740220","doi":"10.5539/ass.v15n1p55","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 15, No. 1","year":2018,"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; 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":[0.004030151,0.0002025677,0.0002508841,0.0002036027,0.009882103,0.0004041715,0.001596368,0.0001203755,0.001031321],"category_scores_gemma":[0.005665207,0.000194443,0.0001397301,0.002331088,0.01243187,0.001137585,0.0002933492,0.0001212834,0.002710347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008525329,"about_ca_system_score_gemma":0.001347035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002606745,"about_ca_topic_score_gemma":0.00008459185,"domain_scores_codex":[0.9956237,0.00007964529,0.0003220614,0.0007515809,0.00200457,0.001218435],"domain_scores_gemma":[0.9940008,0.00002627733,0.0001844614,0.0001763055,0.00528334,0.000328812],"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":[0.0000138564,0.0001027465,0.0009637376,0.0000140162,0.00001112018,6.104486e-7,0.0209912,4.520814e-9,0.000453907,0.0286733,0.6323206,0.3164549],"study_design_scores_gemma":[0.0002233514,0.00005285703,0.06675617,0.0000182843,0.00001204093,5.31792e-8,0.002780501,0.000002392053,0.0001634094,0.003070704,0.9266326,0.0002876056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001437428,0.0000282139,0.0002485357,0.002547044,0.01256256,0.0007369573,0.000006840206,0.00007717161,0.9823552],"genre_scores_gemma":[0.9053892,0.00008690243,0.003113535,0.002098892,0.0322968,0.0002091572,0.000009172231,0.00003987207,0.0567564],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9255989,"threshold_uncertainty_score":0.9998819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907950405597159,"score_gpt":0.3246785940729567,"score_spread":0.2955990900169851,"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."}}