{"id":"W4396665080","doi":"10.1029/2024gl109626","title":"Thank You to Our 2023 Peer Reviewers","year":2024,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Office National de l’Eau et des Milieux Aquatiques; Curtin University of Technology","keywords":"Peer review; Environmental science; Geology; Psychology; Political science","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":[0.04232585,0.002575156,0.003681315,0.008038764,0.006289622,0.02695957,0.004001344,0.008837045,0.1444564],"category_scores_gemma":[0.2842125,0.001666612,0.002403716,0.004466991,0.002546106,0.008027297,0.00631467,0.008587405,0.231821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003616465,"about_ca_system_score_gemma":0.01957081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002989446,"about_ca_topic_score_gemma":0.00533042,"domain_scores_codex":[0.9363067,0.01719746,0.008584604,0.006541144,0.02882024,0.002549762],"domain_scores_gemma":[0.3999319,0.02085195,0.01497619,0.01470627,0.5196614,0.02987229],"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":[0.00002185848,0.000008181863,0.0001964486,0.0001312167,0.000009510337,0.00007477178,0.00007576175,0.00002000027,0.00009031826,0.0001803777,0.9802152,0.01897643],"study_design_scores_gemma":[0.00002328098,0.00001663693,0.0003378608,0.0002896341,0.0000151016,0.0002485114,0.0003399711,0.0001312947,0.0001283392,0.0006947239,0.9977276,0.00004707482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00131648,0.01221395,0.01146917,0.3056396,0.628507,0.002122845,0.003898305,0.005715519,0.02911711],"genre_scores_gemma":[0.01825794,0.0162197,0.0381719,0.2015441,0.3431056,0.005748249,0.007331012,0.008598384,0.3610231],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9576741,"threshold_uncertainty_score":0.4832547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2948532722307753,"score_gpt":0.5085376973850151,"score_spread":0.2136844251542398,"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."}}