{"id":"W4403387536","doi":"10.5194/egusphere-2024-2087-rc2","title":"Comment on egusphere-2024-2087","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":"","funders":"","keywords":"Statistics; Mathematics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001540577,0.0009410155,0.0009657113,0.001187591,0.002015542,0.003524435,0.002089081,0.01541812,0.3779698],"category_scores_gemma":[0.006671468,0.0004275155,0.001385142,0.001448312,0.00107742,0.002401321,0.001924201,0.007836553,0.2573082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002368854,"about_ca_system_score_gemma":0.002388092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02247412,"about_ca_topic_score_gemma":0.03064955,"domain_scores_codex":[0.9988574,0.00007657306,0.00008679199,0.0001217589,0.0006029903,0.0002544813],"domain_scores_gemma":[0.9972436,0.0004714282,0.000143002,0.0002447354,0.001338611,0.0005585912],"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":[0.00003658319,0.00001290896,0.00006232953,0.00004082287,0.000001810713,0.00004503918,0.000004260047,0.00001151249,0.00006161617,0.0002873295,0.9958152,0.00362056],"study_design_scores_gemma":[0.00003137008,0.00001276076,0.000628349,0.00007115507,0.000002359011,0.00001257243,0.00002314374,0.00003060563,0.00009745205,0.0003201632,0.9987599,0.00001014281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0009692106,0.001511186,0.0006636716,0.2402392,0.421558,0.0007633307,0.02178087,0.003689669,0.3088248],"genre_scores_gemma":[0.00435912,0.001140573,0.0005564101,0.295689,0.05879149,0.0005324656,0.007412058,0.001175376,0.6303436],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3779698,"threshold_uncertainty_score":0.8872506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284125127675242,"score_gpt":0.2710239781840384,"score_spread":0.258182726907286,"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."}}