{"id":"W4239248694","doi":"10.5539/mas.v14n5p94","title":"Reviewer Acknowledgements for Modern Applied Science, Vol. 14, No. 5, May 2020","year":2020,"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":true,"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":["sts"],"category_scores_codex":[0.01647058,0.0005041591,0.0008323407,0.0005417934,0.002090023,0.0043997,0.01498741,0.000202168,0.0005635151],"category_scores_gemma":[0.08500231,0.0003839458,0.0001781777,0.007684516,0.002737319,0.003576081,0.003074912,0.0006883903,0.005850071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457778,"about_ca_system_score_gemma":0.001500732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002889655,"about_ca_topic_score_gemma":0.000004142988,"domain_scores_codex":[0.9866858,0.00005258505,0.001368504,0.003451504,0.006805674,0.001635899],"domain_scores_gemma":[0.9743909,0.0005905471,0.0007890148,0.001911348,0.02085009,0.001468129],"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":[0.0001077681,0.00009036802,0.0003246338,0.00004166089,0.000009979897,0.00000110309,0.002266716,0.0004281535,0.07949467,0.002095847,0.7477425,0.1673966],"study_design_scores_gemma":[0.001171474,0.00006393494,0.0004377354,0.00003329463,0.00002861401,7.238883e-7,0.0003375416,0.5510896,0.008366168,0.05825496,0.3793347,0.0008812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007829135,0.0004747071,0.7640868,0.00250114,0.01264532,0.003465664,0.00008929228,0.0003879499,0.20852],"genre_scores_gemma":[0.9701026,0.00003851798,0.01007065,0.008544599,0.002589342,0.0003951115,0.000009367463,0.00005340493,0.008196418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9622735,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08922347653439827,"score_gpt":0.378943888755542,"score_spread":0.2897204122211437,"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."}}