{"id":"W2983684877","doi":"10.1029/2019gl084031","title":"Thank You to Our 2018 Peer Reviewers","year":2019,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Reading (process); Library science; Peer review; Field (mathematics); Rigour; History; Engineering ethics; Political science; Public relations; Computer science; Law; Engineering; Epistemology; Philosophy","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":[0.03239166,0.002413479,0.003377612,0.006517718,0.005328254,0.02175724,0.003534806,0.00732755,0.1472713],"category_scores_gemma":[0.2429727,0.001351807,0.002157565,0.003531069,0.002707886,0.009153681,0.005423781,0.01072698,0.2496755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003530492,"about_ca_system_score_gemma":0.0142796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580973,"about_ca_topic_score_gemma":0.004373036,"domain_scores_codex":[0.9610552,0.008864933,0.005570547,0.004922775,0.01816422,0.001422314],"domain_scores_gemma":[0.4585966,0.01690654,0.01345067,0.01475676,0.4774852,0.01880431],"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":[0.00001296199,0.000005254397,0.00008644719,0.00009215103,0.000005580266,0.00004759679,0.00005986538,0.00001239717,0.00006654344,0.0001766441,0.9859277,0.01350681],"study_design_scores_gemma":[0.00001209895,0.00001057001,0.0001883042,0.0002336572,0.000008557869,0.000151927,0.0002421989,0.00005532064,0.00008158219,0.0005820409,0.9984048,0.00002898477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005461618,0.01159414,0.007528821,0.2656077,0.6848317,0.001025708,0.002619767,0.004210467,0.02203544],"genre_scores_gemma":[0.01052525,0.01739506,0.02062735,0.1826693,0.4151251,0.003330976,0.005181215,0.007277817,0.3378679],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9676083,"threshold_uncertainty_score":0.4926716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05625085804886917,"score_gpt":0.3497348492281025,"score_spread":0.2934839911792333,"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."}}