{"id":"W4386948565","doi":"10.1093/mnras/stad2878","title":"Modelling variable linear polarization produced by Co-rotating Interaction Regions (CIRs) across optical recombination lines of Wolf–Rayet stars","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Physics; Astrophysics; Wolf–Rayet star; Photosphere; Radiative transfer; Linear polarization; Polarization (electrochemistry); Stars; Astronomy; Spectral line; Optics","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":[0.0004900967,0.0003041104,0.0002346221,0.0003435876,0.0002941498,0.0006137377,0.0006673603,0.0008911828,0.0008237679],"category_scores_gemma":[0.001209473,0.0003499213,0.0005223373,0.0003507436,0.0004191444,0.0003696774,0.0002823863,0.0004249593,0.0001037766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007811141,"about_ca_system_score_gemma":0.0003322883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01714374,"about_ca_topic_score_gemma":0.007488905,"domain_scores_codex":[0.9999045,0.00003026041,0.000004557637,0.00002625537,0.00001002073,0.00002447237],"domain_scores_gemma":[0.9992866,0.0004189674,0.0001229044,0.00004719385,0.00004893196,0.00007535395],"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":[0.00005042838,0.00003568706,0.01626199,0.000008988986,0.00001901385,0.00008930921,0.00002233188,0.9807091,0.001531988,0.0003959021,0.0000534076,0.0008217226],"study_design_scores_gemma":[0.000008735058,0.00001584317,0.003294922,0.000001477482,0.000004560698,0.00001369892,0.000007884765,0.9960737,0.0004236988,0.000105189,0.00004606933,0.000004243905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939783,0.00003746348,0.005126901,0.00003382098,0.000005455812,0.00001066311,0.0001308476,0.0000638215,0.0006128968],"genre_scores_gemma":[0.9987561,0.00001155211,0.00101794,0.000006515184,0.000002475353,0.000005055671,0.00007056943,0.000008210141,0.0001216788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01714374,"threshold_uncertainty_score":0.0340879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180916358042218,"score_gpt":0.252999154989588,"score_spread":0.2349075191853662,"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."}}