{"id":"W4376113939","doi":"10.1029/2023ms003785","title":"Thank You to Our 2022 Peer Reviewers","year":2023,"lang":"en","type":"article","venue":"Journal of Advances in Modeling Earth Systems","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Work (physics); Data science; Peer review; Earth system science; Library science; Political science; Engineering; Geology; Oceanography","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":[0.02133343,0.002129084,0.002824593,0.005446689,0.005393065,0.01855114,0.003044509,0.006317905,0.1541731],"category_scores_gemma":[0.1992417,0.001180867,0.001659596,0.003175403,0.001707137,0.008028368,0.004563054,0.007208529,0.2462884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003015864,"about_ca_system_score_gemma":0.01014943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004358364,"about_ca_topic_score_gemma":0.008754773,"domain_scores_codex":[0.9708527,0.006689826,0.002638799,0.003779413,0.01468815,0.001351227],"domain_scores_gemma":[0.4824958,0.01167985,0.01022616,0.009103637,0.4607971,0.02569746],"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":[0.00001262831,0.0000041772,0.0001189065,0.00005133961,0.000004510659,0.00003508551,0.0000358649,0.00001182055,0.00006128722,0.0001448368,0.9902467,0.009272907],"study_design_scores_gemma":[0.00001406632,0.00001119394,0.0003098356,0.000124081,0.000009720068,0.0001365015,0.0002289935,0.0000805661,0.00008568352,0.000533917,0.9984326,0.0000328226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007920021,0.009368648,0.00576548,0.226722,0.7266459,0.0008185749,0.002297086,0.003559986,0.02403021],"genre_scores_gemma":[0.01205367,0.01077216,0.0142311,0.1319274,0.3795655,0.00192715,0.004013594,0.005579924,0.4399296],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9786665,"threshold_uncertainty_score":0.5157605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687148397613436,"score_gpt":0.2888654818134494,"score_spread":0.251993997837315,"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."}}