{"id":"W4237774186","doi":"10.5539/ass.v13n8p189","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 13, No. 8","year":2017,"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":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004261448,0.0002035052,0.0002733855,0.000147996,0.0223692,0.001098374,0.002854298,0.0001219087,0.0004063522],"category_scores_gemma":[0.01031623,0.0001963157,0.000164114,0.000689885,0.01416478,0.001848813,0.0004705311,0.0001423172,0.001219779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000758473,"about_ca_system_score_gemma":0.001256214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008953626,"about_ca_topic_score_gemma":0.0001722478,"domain_scores_codex":[0.9957809,0.00005944028,0.0002973309,0.0007363198,0.001974175,0.001151787],"domain_scores_gemma":[0.9955136,0.00002233448,0.0003305523,0.0003230034,0.00347865,0.0003319026],"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":[0.0000131582,0.0001177591,0.003678402,0.00002219928,0.00001419324,0.000001564232,0.01388306,1.430584e-8,0.0002455872,0.04150818,0.4298287,0.5106872],"study_design_scores_gemma":[0.0002541752,0.0000213811,0.2273158,0.00002033494,0.0000118741,4.051788e-8,0.002012775,0.000002062007,0.0000644321,0.003104508,0.7669253,0.0002673957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001382664,0.00003063603,0.0001066353,0.005125606,0.01208737,0.0007266142,0.000007752284,0.00005321536,0.9804795],"genre_scores_gemma":[0.9320482,0.0001380454,0.001278665,0.0007632691,0.01328656,0.0001739491,0.000005678044,0.00002825319,0.05227736],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9306656,"threshold_uncertainty_score":0.9999386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625344582336908,"score_gpt":0.3383592042906599,"score_spread":0.3021057584672908,"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."}}