{"id":"W4411880621","doi":"10.1029/2025gl116467","title":"Statistical Distribution of Dawnside Auroral Polarization Streams","year":2025,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Science and Technology Facilities Council; Science Mission Directorate; National Aeronautics and Space Administration; Canadian Space Agency; UK Space Agency; National Science Foundation","keywords":"STREAMS; Polarization (electrochemistry); Geology; Geophysics; Induced polarization; Statistical analysis; Remote sensing; Environmental science; Physics; Computer science; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009071036,0.0001162278,0.000209538,0.001007595,0.0002244808,0.0005861028,0.0002302183,0.0002325316,0.001262342],"category_scores_gemma":[0.005049748,0.0001056516,0.0002284788,0.0007020165,0.0005307442,0.0004403602,0.0003450596,0.0002547129,0.0002024738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240696,"about_ca_system_score_gemma":0.000167713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307915,"about_ca_topic_score_gemma":0.0009790946,"domain_scores_codex":[0.9996119,0.00006801876,0.00003139382,0.000159704,0.00007185349,0.00005721366],"domain_scores_gemma":[0.9942205,0.002916972,0.001230311,0.0006130777,0.0006421334,0.0003770234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001795164,0.00004137557,0.9717259,0.00003181325,0.0001075931,0.0001670233,0.0002110457,0.01060151,0.006056643,0.001227293,0.0007593766,0.00889086],"study_design_scores_gemma":[0.00001068714,0.0001479951,0.9317659,0.000007885076,0.00004432453,0.0003569214,0.0003241786,0.06296231,0.002296344,0.001002025,0.001043368,0.00003811383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973006,0.00004173474,0.001375632,0.00002941426,0.000005737387,0.000005296943,0.0007091271,0.00003335339,0.0004990498],"genre_scores_gemma":[0.9988692,0.00001170784,0.0001070533,0.000002136592,0.000005398763,0.000003059449,0.000916682,0.00000386758,0.00008101347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001307915,"threshold_uncertainty_score":0.00479728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112249456899526,"score_gpt":0.3026009365882606,"score_spread":0.2914784420192653,"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."}}