{"id":"W4392580375","doi":"10.5194/egusphere-egu24-10862","title":"Improving the REleASE solar proton forecasting capabilities with evidence of particle escape from the Sun: HESPERIA REleASE +&amp;#160;","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sunlight; Particle (ecology); Proton; Astrobiology; Environmental science; Physics; Astronomy; Geology; Oceanography; Nuclear physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001464056,0.00147185,0.0004788826,0.0008857437,0.0002328049,0.001707226,0.001672699,0.0006610703,0.01499306],"category_scores_gemma":[0.00573902,0.0006532404,0.0008424725,0.0006105743,0.0002619879,0.002044193,0.001496477,0.0009289945,0.01434024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624608,"about_ca_system_score_gemma":0.0004868342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005970955,"about_ca_topic_score_gemma":0.004654864,"domain_scores_codex":[0.9993963,0.00007019362,0.00004763741,0.000149375,0.0002804041,0.00005601327],"domain_scores_gemma":[0.9977805,0.0004398607,0.0002131598,0.0008322266,0.0006086482,0.0001255832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003587476,0.0002295867,0.02954363,0.0007752837,0.0003196772,0.0009560825,0.0006730282,0.02429642,0.02360276,0.003051861,0.666428,0.2465362],"study_design_scores_gemma":[0.001234088,0.0006354765,0.06749339,0.0003426111,0.0002515689,0.001046044,0.0002711898,0.2950072,0.08913654,0.005247937,0.5389318,0.0004021766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.1153443,0.001066726,0.09567045,0.001359889,0.0008648025,0.0008361208,0.1373853,0.5692512,0.0782212],"genre_scores_gemma":[0.4073381,0.0009039404,0.1793422,0.0008843848,0.0003863595,0.000605641,0.3142211,0.06210562,0.03421268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01499306,"threshold_uncertainty_score":0.05015671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042374734098364,"score_gpt":0.248758028543966,"score_spread":0.2183342812029823,"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."}}