{"id":"W2341881994","doi":"10.1002/2016jd025247","title":"Appreciation of peer reviewers for 2015","year":2016,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Goddard Space Flight Center; Ames Research Center; National Oceanic and Atmospheric Administration; University of Chinese Academy of Sciences; Institute of Atmospheric Physics, Chinese Academy of Sciences; Gangneung-Wonju National University; Nanjing University; University of Toronto; Centre National de la Recherche Scientifique; Chinese Academy of Sciences; Oak Ridge National Laboratory; Universities Space Research Association; University of Lethbridge; Florida International University; California Institute of Technology; National Aeronautics and Space Administration","keywords":"Key (lock); Peer review; Service (business); Computer science; World Wide Web; Psychology; Data science; Political science; Business; Computer security; Marketing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0343248,0.002016504,0.004239415,0.007724858,0.003790179,0.01406848,0.003674589,0.008132348,0.258743],"category_scores_gemma":[0.2823133,0.001159118,0.001758238,0.004119793,0.002265155,0.006031595,0.004764676,0.0063553,0.2596652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004374074,"about_ca_system_score_gemma":0.01459478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003993717,"about_ca_topic_score_gemma":0.01473162,"domain_scores_codex":[0.941677,0.00988951,0.00662741,0.005667787,0.03370119,0.002437121],"domain_scores_gemma":[0.334805,0.01678956,0.0145204,0.01523653,0.59157,0.02707848],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002889899,0.000007830274,0.00008757436,0.0001064292,0.000004775098,0.00006041078,0.00003795694,0.00001853254,0.0001889994,0.000209996,0.983893,0.01535552],"study_design_scores_gemma":[0.00004003389,0.0000334924,0.0009622141,0.0001922228,0.00001490486,0.0002391597,0.0002371447,0.0002209477,0.000239949,0.001127287,0.9966504,0.00004227047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0008757651,0.005325509,0.005153233,0.1416444,0.8036002,0.001158933,0.002087134,0.002851308,0.0373035],"genre_scores_gemma":[0.0105186,0.004832518,0.009736396,0.03261346,0.2495998,0.001326498,0.002619553,0.003081923,0.6856712],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9656752,"threshold_uncertainty_score":0.8655815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1840290583030816,"score_gpt":0.5034482751904344,"score_spread":0.3194192168873529,"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."}}