{"id":"W4293796867","doi":"10.3389/fphy.2022.977286","title":"Dipolarization-induced energetic electron precipitation during continuously active periods and isolated substorms","year":2022,"lang":"en","type":"article","venue":"Frontiers in Physics","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Science Foundation; Canadian Space Agency; University of Calgary","keywords":"Electron precipitation; Precipitation; Superposition principle; Atmospheric sciences; Ionosphere; Absorption (acoustics); Storm; Electron; Physics; Computational physics; Environmental science; Geophysics; Meteorology; Magnetosphere; Plasma; Optics; Nuclear physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005522433,0.0001698773,0.0002111134,0.00003455206,0.000294205,0.00003967732,0.0001177578,0.00003237742,0.00007363062],"category_scores_gemma":[0.000002617313,0.0001988551,0.00005239006,0.0003204524,0.00002757353,0.0002597067,0.0000780834,0.0003029536,0.000001312293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384797,"about_ca_system_score_gemma":0.00006742465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001973654,"about_ca_topic_score_gemma":0.00001243401,"domain_scores_codex":[0.9990185,0.0000742539,0.0001920022,0.0002793079,0.000147288,0.0002885975],"domain_scores_gemma":[0.9996301,0.00001431311,0.0001254548,0.0001464408,0.00003839395,0.00004529251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009135408,0.001192577,0.6371327,0.00007935747,0.0005892958,0.000011594,0.02338217,0.01856313,0.05237363,0.0277976,0.001513939,0.2364504],"study_design_scores_gemma":[0.01575626,0.00246951,0.3288751,0.00009881505,0.0004994182,0.00001122343,0.03839654,0.384165,0.06219911,0.1544251,0.008212229,0.004891762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758157,0.0000864797,0.02199177,0.00002887541,0.0005411974,0.0002661949,0.00002509173,0.00003417665,0.001210585],"genre_scores_gemma":[0.9980935,0.000005428001,0.0007702145,0.00001831413,0.0001666604,0.00009366088,0.0001899447,0.00003381804,0.0006284761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3656019,"threshold_uncertainty_score":0.8109077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002720335757273156,"score_gpt":0.1894278581899662,"score_spread":0.1867075224326931,"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."}}