{"id":"W4400586517","doi":"10.5194/egusphere-2024-1459-rc2","title":"Comment on egusphere-2024-1459","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001919036,0.001100436,0.0009816521,0.001368125,0.003348283,0.003907025,0.002585932,0.01825783,0.4527171],"category_scores_gemma":[0.01239799,0.000555602,0.00130447,0.001432399,0.001598386,0.002703516,0.002448772,0.009857547,0.3425455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003109868,"about_ca_system_score_gemma":0.002398778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01682466,"about_ca_topic_score_gemma":0.01834425,"domain_scores_codex":[0.9984673,0.0001116029,0.0001257783,0.000184182,0.000832556,0.0002785674],"domain_scores_gemma":[0.9960199,0.000914982,0.0001667803,0.0004324776,0.001783269,0.0006825266],"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":[0.00002735174,0.0000152795,0.00004391967,0.00003237856,0.000001652561,0.00007458892,0.000008569054,0.000008855724,0.00008384563,0.0005289807,0.9952397,0.003934963],"study_design_scores_gemma":[0.00001811003,0.00001055377,0.0002122126,0.00005143206,0.000001550926,0.00001825973,0.00002280887,0.00002410337,0.0001068341,0.0003353969,0.9991927,0.000006098171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.000677109,0.001074336,0.0007762405,0.2348262,0.3794211,0.0006487662,0.00513104,0.003845122,0.3736001],"genre_scores_gemma":[0.002702009,0.0006933423,0.0004169871,0.2406785,0.04786515,0.0002871254,0.001470367,0.001073649,0.7048129],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4527171,"threshold_uncertainty_score":0.7806327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289549013181512,"score_gpt":0.2712191765044427,"score_spread":0.2583236863726276,"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."}}