{"id":"W3017974382","doi":"10.1029/2020ea001195","title":"Thank You to Our 2019 Reviewers","year":2020,"lang":"en","type":"article","venue":"Earth and Space Science","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Networks Canada Society; University of Victoria","funders":"","keywords":"Geology; Computer science","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":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005254245,0.0001043458,0.0002109731,0.0001569925,0.0003383016,0.001751352,0.002232592,0.00003409208,0.00007770092],"category_scores_gemma":[0.015165,0.0000690281,0.00003795275,0.002926891,0.000165042,0.002083207,0.0005700215,0.0002332919,0.001284689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006454135,"about_ca_system_score_gemma":0.0002122317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005103528,"about_ca_topic_score_gemma":0.00001049863,"domain_scores_codex":[0.9967819,0.0000664566,0.0002554788,0.0007329703,0.001782381,0.0003807521],"domain_scores_gemma":[0.998342,0.0001104896,0.0001031326,0.0003621819,0.0002289861,0.0008532366],"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":[0.00003399896,0.000009738717,0.05210906,0.000006634741,0.000002506993,0.00001091496,0.00394765,0.0001358197,0.002727883,0.003761571,0.7378621,0.1993921],"study_design_scores_gemma":[0.0001594606,0.00009272309,0.05581589,0.00002779489,0.000003341351,0.000008222488,0.002718149,0.001191895,0.001593339,0.0008993236,0.9372397,0.0002501596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5830763,0.001846588,0.004437529,0.3690523,0.001443749,0.0004431494,0.00002082214,0.00009214341,0.0395874],"genre_scores_gemma":[0.9769289,0.00009980741,0.002245021,0.01114331,0.0002130325,0.000001929594,2.875388e-7,0.00000397222,0.009363697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3938526,"threshold_uncertainty_score":0.9994929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09014890200872848,"score_gpt":0.3931565343766117,"score_spread":0.3030076323678833,"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."}}