{"id":"W3137875871","doi":"10.1029/2021jb021896","title":"Thank You to Our 2020 Peer Reviewers","year":2021,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Editorial board; Peer review; Psychology; Political science; Library science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02559237,0.0001624947,0.0007641492,0.000419498,0.0002868066,0.002102123,0.003246229,0.0001111107,0.0004713568],"category_scores_gemma":[0.1231319,0.0001056875,0.0004254461,0.003743529,0.00009362752,0.001811273,0.001061787,0.002515528,0.002575713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006289317,"about_ca_system_score_gemma":0.00121719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005301693,"about_ca_topic_score_gemma":0.0000158325,"domain_scores_codex":[0.98449,0.001544854,0.001175712,0.0005020776,0.01148825,0.000799139],"domain_scores_gemma":[0.9852411,0.002104926,0.0003806853,0.0007455401,0.01035286,0.001174883],"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":[0.0001471807,0.000153473,0.001736049,0.00001010862,0.00004532754,0.0005634229,0.0006136055,0.00009760002,0.001545481,0.000675405,0.9139905,0.08042183],"study_design_scores_gemma":[0.0004712034,0.0003799089,0.03624764,0.0002242827,0.00001376492,0.0001541849,0.003793674,0.000279738,0.003776983,0.02500081,0.9294412,0.0002166503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7599162,0.001306393,0.001173823,0.2102579,0.002213713,0.0003030436,0.00003044276,0.00001757546,0.02478088],"genre_scores_gemma":[0.9171207,0.0003730347,0.001299825,0.00168363,0.003721744,0.000003854435,0.000001903251,0.00002012452,0.07577518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2085743,"threshold_uncertainty_score":0.9997857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2090045136780897,"score_gpt":0.5313825902413942,"score_spread":0.3223780765633045,"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."}}