{"id":"W3148233595","doi":"10.1029/2021ea001735","title":"Thank You to Our 2020 Reviewers","year":2021,"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":"University of Victoria","funders":"","keywords":"Key (lock); Library science; Point (geometry); Computer science; Psychology; Mathematics; Computer security","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"],"consensus_categories":[],"category_scores_codex":[0.006770057,0.0001004996,0.0002103927,0.0001505764,0.0004260287,0.002313255,0.001575514,0.00003759481,0.0001553926],"category_scores_gemma":[0.01963065,0.00006989435,0.00004317439,0.003763041,0.000160556,0.001848786,0.0006564774,0.0002276572,0.0006099829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001007071,"about_ca_system_score_gemma":0.0004502054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003558335,"about_ca_topic_score_gemma":0.00006031691,"domain_scores_codex":[0.9965793,0.00009834847,0.0002620122,0.0007901454,0.001867496,0.0004027036],"domain_scores_gemma":[0.998153,0.000148298,0.00009082011,0.0005604304,0.0004797496,0.0005676831],"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":[0.00002189681,0.00003148825,0.1025077,0.00001022115,0.000005072229,0.0001034806,0.002639791,0.0001167051,0.006767374,0.007948903,0.4777955,0.4020518],"study_design_scores_gemma":[0.0001449512,0.00003356465,0.09192691,0.00005040937,0.000003924948,0.00006008585,0.004447103,0.0003740111,0.005726146,0.002703779,0.8942822,0.0002468943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7889368,0.003406479,0.002249066,0.1358585,0.002424997,0.000232725,0.00001404568,0.00005442362,0.06682292],"genre_scores_gemma":[0.9491909,0.000240061,0.003974133,0.004350651,0.000196607,0.000002806015,4.889507e-7,0.000003974608,0.04204042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4164867,"threshold_uncertainty_score":0.9987224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06437481555421884,"score_gpt":0.3971708588952452,"score_spread":0.3327960433410263,"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."}}