{"id":"W4366684524","doi":"10.1029/2023ea002981","title":"Thank You to Our 2022 Reviewers","year":2023,"lang":"en","type":"article","venue":"Earth and Space Science","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Library science; Rigour; Engineering ethics; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.01802718,0.002817777,0.002995217,0.004508149,0.005257684,0.01603018,0.002858431,0.005967322,0.1271215],"category_scores_gemma":[0.2192067,0.001165848,0.001748905,0.00283636,0.002042236,0.007894046,0.004242199,0.009822071,0.2000183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003025518,"about_ca_system_score_gemma":0.009069819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005217541,"about_ca_topic_score_gemma":0.01084366,"domain_scores_codex":[0.9789547,0.00499686,0.002158833,0.002872045,0.009850578,0.001166987],"domain_scores_gemma":[0.563679,0.01694151,0.01264406,0.007907351,0.3759448,0.02288331],"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":[0.000008184596,0.000002232978,0.00004660906,0.00004269606,0.00000263943,0.00003303165,0.00003981346,0.00000673235,0.0000425026,0.0001324777,0.9955233,0.004119829],"study_design_scores_gemma":[0.000010186,0.000007920785,0.0001771189,0.0001370809,0.000008584469,0.0001638064,0.0002505345,0.0000420289,0.00007444882,0.0005640812,0.9985325,0.00003168643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002881694,0.006522838,0.002370622,0.2624363,0.7128363,0.0003245155,0.001584734,0.00176069,0.01187595],"genre_scores_gemma":[0.00605402,0.00728493,0.007828911,0.2493493,0.435598,0.001319614,0.002548265,0.004051597,0.2859654],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1271215,"threshold_uncertainty_score":0.4252639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121868483905677,"score_gpt":0.2450680351364083,"score_spread":0.2328811867458406,"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."}}