{"id":"W4380091674","doi":"10.1029/2023jc020025","title":"Thank You to Our 2022 Peer Reviewers","year":2023,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Peer review; Quality (philosophy); Psychology; Library science; Political science; Computer science; Philosophy; 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":[0.01854243,0.001736844,0.002438771,0.004852271,0.004040689,0.01386761,0.002539371,0.004175563,0.2137868],"category_scores_gemma":[0.1868544,0.001068395,0.001466771,0.002900443,0.001413768,0.006670821,0.004098543,0.005413661,0.3427069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002281315,"about_ca_system_score_gemma":0.009549296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004025318,"about_ca_topic_score_gemma":0.009831554,"domain_scores_codex":[0.9764968,0.004738355,0.002569052,0.002548464,0.01264585,0.001001592],"domain_scores_gemma":[0.5124702,0.01077701,0.009923466,0.008503928,0.4394562,0.01886918],"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":[0.00001112188,0.000003655642,0.00008471732,0.00006303822,0.00000365437,0.00003327902,0.00003452026,0.00001184944,0.00008292383,0.00009124815,0.9894076,0.0101725],"study_design_scores_gemma":[0.00001214616,0.00001130908,0.0003293653,0.0001152562,0.00001067719,0.0001198259,0.000218809,0.00006390709,0.0001094237,0.0004073382,0.9985743,0.00002763225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001165197,0.01250028,0.009239661,0.287873,0.6218853,0.00182547,0.005856837,0.005892744,0.05376158],"genre_scores_gemma":[0.009062091,0.01144986,0.01729139,0.1096563,0.2596979,0.002917796,0.005510352,0.006146905,0.5782673],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9814576,"threshold_uncertainty_score":0.7151879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05388657312354764,"score_gpt":0.3689723837406143,"score_spread":0.3150858106170666,"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."}}