{"id":"W4280596667","doi":"10.1029/2022ea002372","title":"Thank You to Our 2021 Reviewers","year":2022,"lang":"en","type":"article","venue":"Earth and Space Science","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Publication; Space (punctuation); Work (physics); Process (computing); Computer science; Quality (philosophy); Engineering ethics; Multidisciplinary approach; Peer review; Public relations; Political science; Library science; Law; Engineering; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01382342,0.00008545096,0.0001424582,0.000437263,0.001315675,0.0008405515,0.001467812,0.000005343337,0.0005429736],"category_scores_gemma":[0.002909426,0.00006523267,0.00003958774,0.004086798,0.0001307345,0.0003138274,0.002012006,0.0001085128,0.0006025419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001784669,"about_ca_system_score_gemma":0.0001248169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004892449,"about_ca_topic_score_gemma":0.00002528288,"domain_scores_codex":[0.9957274,0.0001155388,0.000232302,0.0009805422,0.002562327,0.00038194],"domain_scores_gemma":[0.9983545,0.00009835575,0.00008437949,0.001019234,0.0001309181,0.0003126097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001990009,0.00005213018,0.009701453,0.000003741264,0.000003033095,0.00002773537,0.001948692,0.002647486,0.00145302,0.006797434,0.3166448,0.6607006],"study_design_scores_gemma":[0.00008425642,0.00007763018,0.01751459,0.000006089545,0.000002237706,0.000009218941,0.005087566,0.00325633,0.0001158058,0.0007263454,0.9729885,0.0001313736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8976406,0.0009947723,0.006328336,0.04459185,0.008175739,0.000640006,0.00005441115,0.00007218013,0.04150206],"genre_scores_gemma":[0.9536073,0.00001504861,0.00314858,0.001132965,0.0000724056,0.000007986269,0.000001014263,0.000002839261,0.04201191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6605692,"threshold_uncertainty_score":0.9999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08809482765522184,"score_gpt":0.3731059784246971,"score_spread":0.2850111507694753,"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."}}