{"id":"W4407279527","doi":"10.5194/egusphere-2024-4117-rc1","title":"Comment on egusphere-2024-4117","year":2025,"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":"University of British Columbia","funders":"","keywords":"Biology; Computational biology; 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":[0.003741903,0.0008821028,0.001012782,0.002070871,0.003288203,0.004824588,0.002353563,0.01707472,0.3359917],"category_scores_gemma":[0.03240819,0.0004772983,0.001192721,0.001843428,0.00163465,0.003691604,0.002524323,0.008505394,0.2588994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003000866,"about_ca_system_score_gemma":0.003820544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02234378,"about_ca_topic_score_gemma":0.02756121,"domain_scores_codex":[0.9967971,0.0002557903,0.0002789166,0.0002923993,0.001901932,0.0004738462],"domain_scores_gemma":[0.9856195,0.002943146,0.0005540053,0.001023982,0.00818614,0.001673264],"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":[0.00001304634,0.000005497152,0.00003742818,0.00002673184,9.903507e-7,0.00004939941,0.000007775431,0.000005780867,0.00003454207,0.0004523454,0.9967819,0.002584473],"study_design_scores_gemma":[0.00001148744,0.000006418435,0.0002294799,0.00005432622,0.000001316249,0.00001701533,0.00002408517,0.0000227262,0.00005937234,0.0002899423,0.9992772,0.000006697414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0005279339,0.001271515,0.0008936183,0.3778731,0.4094662,0.000567616,0.005677909,0.003507473,0.2002147],"genre_scores_gemma":[0.003590487,0.001254773,0.000637275,0.2776715,0.07843459,0.0003898747,0.002191334,0.001632934,0.6341974],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3359917,"threshold_uncertainty_score":0.9471273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111628111258264,"score_gpt":0.2707152115049022,"score_spread":0.2595524003790758,"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."}}