{"id":"W3197517547","doi":"10.1093/mnras/stab2600","title":"Revisiting the evolution of non-radiative supernova remnants: a hydrodynamical-informed parametrization of the shock positions","year":2021,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut sur la Nutrition et les Aliments Fonctionnels; Agenzia Spaziale Italiana","keywords":"Physics; Parametrization (atmospheric modeling); Supernova; Radiative transfer; Astrophysics; Shock (circulatory); Astronomy; Shock wave; Classical mechanics; Mechanics; Optics; Medicine","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":[0.0001608658,0.0001592193,0.0003111821,0.000009657238,0.0002363942,0.00002195633,0.0005134761,0.00004350397,0.00003278124],"category_scores_gemma":[0.00003483572,0.00009350073,0.0006629041,0.0003526522,0.0003048243,0.00009630509,0.0003357799,0.0002501808,0.000001465942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662659,"about_ca_system_score_gemma":0.0002507349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005663673,"about_ca_topic_score_gemma":0.000005588039,"domain_scores_codex":[0.9986964,0.0001023772,0.0005188911,0.0001996166,0.0002478948,0.0002347908],"domain_scores_gemma":[0.9984907,0.0002357672,0.000591995,0.0004805504,0.0001615762,0.00003939307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002386518,0.0001868947,0.1063519,0.00003901373,0.0003587925,1.26953e-8,0.0008981162,0.8843527,0.001455119,0.003515115,0.00009278771,0.002725683],"study_design_scores_gemma":[0.000445119,0.00003042328,0.3473743,0.0001321014,0.0001837168,6.715115e-9,0.003154319,0.6443982,0.003517971,0.0006130362,0.00003305598,0.0001177098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940992,0.00005233087,0.003462005,0.0005925904,0.0001105575,0.0002518126,0.0002475413,0.000004358315,0.001179593],"genre_scores_gemma":[0.9985617,1.381956e-7,0.001092879,0.00001646676,0.0001906555,0.0000120852,0.00002717519,0.0000126308,0.00008622911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2410224,"threshold_uncertainty_score":0.3812849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005334159481693415,"score_gpt":0.2085929253846209,"score_spread":0.2032587659029275,"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."}}