{"id":"W4255211519","doi":"10.5539/mas.v9n2p342","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 9, No. 2","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":[0.03542295,0.0004298847,0.0006975629,0.001080499,0.001657701,0.004416279,0.01376844,0.0001856651,0.0001816089],"category_scores_gemma":[0.1117599,0.00031643,0.0001249769,0.006178567,0.003228538,0.004138365,0.002606591,0.000492806,0.004696444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004775716,"about_ca_system_score_gemma":0.002561332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007137768,"about_ca_topic_score_gemma":0.000007397285,"domain_scores_codex":[0.9867024,0.00004867535,0.001197059,0.002729618,0.00771949,0.001602804],"domain_scores_gemma":[0.9542828,0.0004995825,0.0007202461,0.002447629,0.04063358,0.001416134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008952731,0.0001399407,0.0004848906,0.00001713257,0.000007368817,5.099147e-7,0.001962362,0.0004493268,0.02725025,0.003894465,0.7515323,0.214172],"study_design_scores_gemma":[0.001325418,0.00005203824,0.0004479871,0.00003000034,0.00002028341,7.911946e-7,0.0004372359,0.3961783,0.005223268,0.2671424,0.3283924,0.0007498835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01156746,0.0003754043,0.6348566,0.0002643145,0.02016558,0.002442718,0.00003753676,0.0002611113,0.3300293],"genre_scores_gemma":[0.9662564,0.00001411378,0.01266138,0.002192733,0.002518294,0.0004665914,0.000007235681,0.00004606858,0.01583723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9546889,"threshold_uncertainty_score":0.9999288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276669466328804,"score_gpt":0.4017574840571528,"score_spread":0.2740905374242724,"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."}}