{"id":"W7094589783","doi":"","title":"Data-driven numerical simulations of the Parker Spiral and interplanetary propagation of solar transients","year":2023,"lang":"en","type":"dissertation","venue":"Nova Science Publishers (Nova Science Publishers, Inc.)","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heliosphere; Solar wind; Coronal mass ejection; Magnetohydrodynamics; Heliospheric current sheet; Interplanetary magnetic field; Interplanetary medium; Ecliptic; Magnetopause; Interplanetary spaceflight","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":[0.0002879065,0.0005170775,0.00060238,0.0004990082,0.0005243908,0.001019151,0.0009979564,0.001390367,0.002237801],"category_scores_gemma":[0.001710547,0.0002667166,0.0005345471,0.0006518016,0.000682633,0.0004061615,0.0008739009,0.0007506204,0.0001941894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008730469,"about_ca_system_score_gemma":0.0007510372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01717172,"about_ca_topic_score_gemma":0.008499083,"domain_scores_codex":[0.9998668,0.00002888723,0.000009290795,0.00002146733,0.00003321866,0.00004026741],"domain_scores_gemma":[0.999258,0.0003785241,0.00007866546,0.00004416269,0.000135611,0.0001051258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004606417,0.00003948647,0.001946125,0.00002337234,0.00001310482,0.00007339885,0.00004445849,0.9939175,0.0006293216,0.001855127,0.000275489,0.001136541],"study_design_scores_gemma":[0.00001446646,0.00001064528,0.0003569114,0.000003033222,0.000002103912,0.000004825052,0.00001892967,0.9989637,0.000126263,0.0002895055,0.0002063072,0.000003305068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339033,0.0004540912,0.03113241,0.000759071,0.0001875919,0.0001098203,0.00243251,0.0005371984,0.03048398],"genre_scores_gemma":[0.9874386,0.0001388504,0.008896902,0.00008007661,0.00001693528,0.0001061608,0.0008925707,0.00005586422,0.00237401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01717172,"threshold_uncertainty_score":0.03414351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187444201808689,"score_gpt":0.3011694673686728,"score_spread":0.2692950253505859,"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."}}