{"id":"W4245602437","doi":"10.5539/mas.v9n10p80","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 9, No. 10","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer 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","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03506899,0.0004443719,0.0007143007,0.001082499,0.001666211,0.004495267,0.01390804,0.0001959138,0.000414805],"category_scores_gemma":[0.1251476,0.0003279127,0.0001294951,0.006162508,0.003247344,0.004148429,0.002662829,0.0004708105,0.007523018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475706,"about_ca_system_score_gemma":0.002601017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000629021,"about_ca_topic_score_gemma":0.000007219846,"domain_scores_codex":[0.9865905,0.00005067272,0.001219591,0.002781915,0.007734031,0.001623297],"domain_scores_gemma":[0.9478266,0.0005274793,0.0007511489,0.002531099,0.04691958,0.001444144],"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":[0.00009401619,0.0001188287,0.0002457548,0.00001443392,0.000006211869,4.177182e-7,0.001379226,0.0003501273,0.01925759,0.002302899,0.8145041,0.1617264],"study_design_scores_gemma":[0.001262298,0.00005506712,0.000304163,0.00002832824,0.00001961518,6.987219e-7,0.0003616878,0.3684517,0.004543611,0.198659,0.4256005,0.0007133656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009958354,0.0003859839,0.5395517,0.0002726021,0.01871376,0.002551024,0.0000419084,0.0002807026,0.4282439],"genre_scores_gemma":[0.9395807,0.00001364107,0.01287898,0.002081341,0.002692661,0.0005374225,0.000009575394,0.00005395107,0.04215169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9296224,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301151051047365,"score_gpt":0.4017869226672044,"score_spread":0.2716718175624679,"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."}}