{"id":"W2120927347","doi":"10.1139/cjp-2013-0744","title":"Stability analysis of the polytropic solar wind","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polytropic process; Physics; Solar wind; Adiabatic process; Magnetohydrodynamic turbulence; Nonlinear system; Classical mechanics; Mechanics; Magnetohydrodynamics; Plasma; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001762546,0.00008411794,0.000263999,0.00007070044,0.00009681433,0.00002730853,0.0002673643,0.00002353326,0.0001208195],"category_scores_gemma":[0.00002063443,0.00006205611,0.000383833,0.0004753993,0.0000915397,0.00008220268,0.00001056003,0.0002045589,0.000001789722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004257314,"about_ca_system_score_gemma":0.0004657674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004226533,"about_ca_topic_score_gemma":0.006551581,"domain_scores_codex":[0.9993267,0.00007186524,0.0002278042,0.00006924325,0.0001303214,0.0001740369],"domain_scores_gemma":[0.99905,0.00005761361,0.0002612913,0.0002615139,0.0001631642,0.0002064318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002528456,0.00002256734,0.9724699,0.000003956654,0.000627332,3.647542e-7,0.0005594012,0.003727563,0.0003004749,0.01810017,0.0001142425,0.004071487],"study_design_scores_gemma":[0.0008765554,0.0001426154,0.9131168,0.00005076095,0.003148931,0.00000191256,0.001477755,0.03879238,0.00904248,0.02824705,0.0046877,0.0004151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839694,0.00001427927,0.01428661,0.0001483033,0.000210856,0.00003315987,0.00007224354,8.589955e-7,0.001264241],"genre_scores_gemma":[0.9996045,2.133779e-7,0.0001228678,0.00003323923,0.0001948469,1.43304e-7,0.000003800409,0.000006983092,0.00003339731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05935315,"threshold_uncertainty_score":0.6389281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006961718899673662,"score_gpt":0.191807475662761,"score_spread":0.1848457567630873,"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."}}