{"id":"W4408575773","doi":"10.1029/2025jc022585","title":"Thank You to Our 2024 Peer Reviewers","year":2025,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Peer review; Psychology; Computer science; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02228289,0.001943182,0.002572434,0.005463465,0.004563416,0.01751284,0.003195577,0.005582852,0.2200865],"category_scores_gemma":[0.1945061,0.001178048,0.001721053,0.002910483,0.002176348,0.00729642,0.005094607,0.00646886,0.325635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178274,"about_ca_system_score_gemma":0.0107236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003842819,"about_ca_topic_score_gemma":0.00828787,"domain_scores_codex":[0.972651,0.005359055,0.002907017,0.002997147,0.0148777,0.001208143],"domain_scores_gemma":[0.5191821,0.01181644,0.009672564,0.01051983,0.4283989,0.0204102],"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":[0.00001160947,0.000004411345,0.00009510545,0.00005806565,0.000004823823,0.00003554567,0.00003088446,0.000009517707,0.00006720616,0.0001217901,0.9879864,0.01157469],"study_design_scores_gemma":[0.00001234368,0.000007944011,0.0002275837,0.0001035628,0.00001010209,0.0001099598,0.0001814221,0.00004822016,0.00008620466,0.0005199015,0.998667,0.00002566374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007614339,0.007483104,0.006023108,0.2758708,0.6719596,0.0009580533,0.003325911,0.004349915,0.02926805],"genre_scores_gemma":[0.007693755,0.008672615,0.0136094,0.1228108,0.3128774,0.001531768,0.004014374,0.005912228,0.5228776],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9777171,"threshold_uncertainty_score":0.7362626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1913199894969067,"score_gpt":0.5422658260165775,"score_spread":0.3509458365196708,"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."}}