{"id":"W4226176224","doi":"10.1029/2022gl098947","title":"Thank You to Our 2021 Peer Reviewers","year":2022,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Environmental Engineering and Cultural Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Girton College, University of Cambridge","keywords":"Computer science; Peer review; Psychology; Information retrieval; World Wide Web; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.04543571,0.003259957,0.004502156,0.007790658,0.006871912,0.02884983,0.004706807,0.01143566,0.111582],"category_scores_gemma":[0.3243403,0.002074816,0.002743251,0.004882671,0.003560961,0.01078284,0.006906071,0.01271774,0.2375741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003420512,"about_ca_system_score_gemma":0.01937614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002494335,"about_ca_topic_score_gemma":0.005120577,"domain_scores_codex":[0.9293393,0.01725088,0.008204722,0.007326111,0.03499121,0.002887818],"domain_scores_gemma":[0.3519075,0.02519429,0.01807457,0.01606637,0.5487267,0.04003064],"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":[0.0000208295,0.000009852452,0.0001419145,0.0001472357,0.00000997754,0.00008070174,0.00009519768,0.00001822102,0.00009947787,0.0001983924,0.9804983,0.01867991],"study_design_scores_gemma":[0.00002160045,0.00001763672,0.0002363713,0.0002789396,0.00001571828,0.0003281334,0.0003924029,0.00008743779,0.00009477942,0.0007142134,0.9977669,0.00004587085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007034587,0.01365207,0.009623228,0.2777183,0.6715915,0.001461531,0.001601605,0.004103689,0.01954468],"genre_scores_gemma":[0.008944841,0.02024061,0.03328229,0.2410951,0.4275941,0.005620221,0.004276047,0.006992764,0.2519541],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.111582,"threshold_uncertainty_score":0.3732789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702850062822601,"score_gpt":0.3060681113854293,"score_spread":0.2690396107572033,"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."}}