{"id":"W2928519213","doi":"10.1093/mnras/stz1005","title":"On the saturation of acoustic mode frequencies at high solar activity","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Ecological Society of Australia Incorporated; National Aeronautics and Space Administration","keywords":"Physics; Saturation (graph theory); Mode (computer interface); Computational physics; Gompertz function; Astrophysics; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003697542,0.0001511042,0.0002035341,0.0006005275,0.0001378455,0.0002740661,0.0001480786,0.0002286337,0.001036027],"category_scores_gemma":[0.001644589,0.0001146709,0.0001437715,0.0004913419,0.0002122068,0.0002223962,0.0002856279,0.0002013537,0.0005344197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144845,"about_ca_system_score_gemma":0.0000712622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104298,"about_ca_topic_score_gemma":0.0008991294,"domain_scores_codex":[0.9998895,0.00002303578,0.000005348621,0.00002738114,0.00003170297,0.00002298283],"domain_scores_gemma":[0.9989051,0.0006599044,0.0001161245,0.00007508614,0.0001864674,0.00005731859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001271173,0.00008061486,0.5659699,0.0002401695,0.00008927115,0.0004342262,0.001649116,0.008743671,0.3558833,0.0006176339,0.0004533131,0.06456749],"study_design_scores_gemma":[0.000002957467,0.00009010662,0.9816043,0.000009505186,0.00001096805,0.0001006332,0.0001947881,0.004152812,0.01301156,0.0001414305,0.0006750344,0.000005851046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996429,0.0001085538,0.001364365,0.00001343011,0.000002461422,0.000003858014,0.0001622251,0.00001895601,0.001897103],"genre_scores_gemma":[0.999567,0.00002924928,0.0001141449,0.00000261345,0.00000172928,0.000002255787,0.0001205491,0.000005668377,0.0001567483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001104298,"threshold_uncertainty_score":0.003465831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005071048051838811,"score_gpt":0.1914247463535026,"score_spread":0.1863536983016638,"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."}}