{"id":"W4402863533","doi":"10.5194/egusphere-2024-2085-rc3","title":"Comment on egusphere-2024-2085","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":"Kellogg's (Canada)","funders":"","keywords":"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":[0.00133348,0.0009166539,0.0008600927,0.001190823,0.002765012,0.003285259,0.002269942,0.01703034,0.4045758],"category_scores_gemma":[0.007227879,0.0005117705,0.00110295,0.001364296,0.001330014,0.002287724,0.002094611,0.008804237,0.3117815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564864,"about_ca_system_score_gemma":0.002235059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02186268,"about_ca_topic_score_gemma":0.03139443,"domain_scores_codex":[0.9989375,0.00007180762,0.00009014858,0.000140136,0.0005509004,0.0002094916],"domain_scores_gemma":[0.9972204,0.000464044,0.0001131056,0.0002561998,0.001324975,0.0006213398],"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":[0.00001947862,0.000009856217,0.00004457286,0.00002524007,0.000001028166,0.00005022437,0.000005181992,0.000005907684,0.00004823305,0.000289219,0.9956897,0.003811246],"study_design_scores_gemma":[0.00001282154,0.000007857703,0.0003186031,0.00004171207,0.00000108504,0.00001191218,0.00002083762,0.00001462092,0.00004885796,0.0001991114,0.9993172,0.00000542052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0005942024,0.001081838,0.0004574363,0.2334188,0.3921396,0.0005364116,0.00523603,0.002665714,0.3638699],"genre_scores_gemma":[0.00197642,0.0005783864,0.0002738626,0.2381139,0.03710548,0.000270904,0.001427528,0.0006103953,0.7196431],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4045758,"threshold_uncertainty_score":0.8493003,"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."}}