{"id":"W4383550556","doi":"10.1029/2023jb026890","title":"Thank You to Our 2022 Peer Reviewers","year":2023,"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":"Syracuse University","keywords":"Peer review; Psychology; Library science; Political 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":["metaresearch"],"category_scores_codex":[0.04699222,0.0001629862,0.0006974122,0.001366596,0.0003635146,0.001606556,0.004369131,0.0001061388,0.0002748915],"category_scores_gemma":[0.09976676,0.0001028719,0.0003861907,0.006899993,0.0001042933,0.001820058,0.001189576,0.002461641,0.008855645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000617109,"about_ca_system_score_gemma":0.0005939842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000085093,"about_ca_topic_score_gemma":0.000009849138,"domain_scores_codex":[0.9826855,0.001240505,0.001145218,0.0004646544,0.01347362,0.0009905124],"domain_scores_gemma":[0.9900181,0.002638314,0.0003810897,0.0006961188,0.005198157,0.001068195],"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":[0.0001241194,0.00005517251,0.001325789,0.000006755322,0.00002584694,0.0001484677,0.0005989631,0.0001501445,0.0006633051,0.0004794049,0.9238931,0.07252893],"study_design_scores_gemma":[0.0004243752,0.0005486496,0.06641154,0.0001677184,0.000009438268,0.00003467927,0.004266004,0.0009426844,0.0007992174,0.03480474,0.8913741,0.0002168764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8690298,0.0002613369,0.000303197,0.1163893,0.00196209,0.0003680583,0.00002961338,0.00003913755,0.01161744],"genre_scores_gemma":[0.8905693,0.0003319488,0.000247865,0.0008089528,0.003062913,0.00000833051,0.000002358421,0.00002425099,0.1049441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155804,"threshold_uncertainty_score":0.9998397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2651838731009451,"score_gpt":0.5479478971805788,"score_spread":0.2827640240796337,"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."}}