{"id":"W2567230118","doi":"10.3847/1538-4357/835/2/141","title":"Preconditioning of Interplanetary Space Due to Transient CME Disturbances","year":2017,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Coronal mass ejection; Solar wind; Interplanetary spaceflight; Physics; Space weather; Interplanetary space; Solar cycle 23; Astrophysics; Atmospheric sciences; Astronomy; Plasma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009043737,0.0001074996,0.0001951619,0.00001989862,0.0004667976,0.0001700905,0.0004569479,0.00001283353,0.00009675123],"category_scores_gemma":[0.000007560253,0.00007018222,0.0001482496,0.00002584374,0.00010652,0.0001623862,0.00005477066,0.0003054603,0.00003347007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009937748,"about_ca_system_score_gemma":0.00002500429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007842677,"about_ca_topic_score_gemma":0.000006349197,"domain_scores_codex":[0.9993464,0.00003915248,0.0001569735,0.00009995565,0.000163249,0.000194217],"domain_scores_gemma":[0.9993321,0.00005152286,0.0001903409,0.0002778137,0.00004121163,0.0001070392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001941528,0.002285533,0.2343127,0.00008076397,0.003061262,0.0001399445,0.01754876,0.0771587,0.1273728,0.1783852,0.01752896,0.3401839],"study_design_scores_gemma":[0.001027354,0.0005024362,0.9710413,0.0002033853,0.0001543996,0.00006444929,0.001282124,0.006827707,0.004697481,0.01288218,0.0009609225,0.0003563081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265202,0.000007200073,0.07050268,0.001205949,0.0002591855,0.000068473,0.00004580207,0.000004415436,0.001386099],"genre_scores_gemma":[0.9972317,7.140464e-7,0.001979804,0.00001762232,0.0005898236,0.000002887034,0.000006165191,0.000008856477,0.0001623853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7367285,"threshold_uncertainty_score":0.3590277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006617259936410225,"score_gpt":0.2333417951522812,"score_spread":0.2267245352158709,"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."}}