{"id":"W2046804353","doi":"10.1051/0004-6361/201424806","title":"Polarimetric modeling of corotating interaction regions threading massive-star winds","year":2015,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":14,"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; Magnetohydrodynamic drive; Astrophysics; Context (archaeology); Astronomy; Polarimetry; Magnetohydrodynamics; Plasma; Geology; Scattering; 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":[0.0001938653,0.0005851023,0.0003931606,0.0003756769,0.0004150045,0.001405493,0.0008307172,0.0008478949,0.002189111],"category_scores_gemma":[0.0009876193,0.0003822166,0.0004655606,0.0005600487,0.00057481,0.0005548848,0.0006419655,0.0005822359,0.0003066726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005975993,"about_ca_system_score_gemma":0.0007007926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01774305,"about_ca_topic_score_gemma":0.0080606,"domain_scores_codex":[0.9999187,0.00001957117,0.000003510002,0.0000197562,0.00001619191,0.00002227535],"domain_scores_gemma":[0.9997061,0.0001054907,0.00004711835,0.00002362795,0.00006103368,0.00005664959],"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":[0.00003518479,0.00001352764,0.002017993,0.00001176417,0.000009363727,0.00007130193,0.00001978226,0.9944248,0.0008754677,0.0009631503,0.0002927818,0.001264833],"study_design_scores_gemma":[0.000005970546,0.000003763821,0.0003296466,0.00000144604,0.000001913143,0.00000900856,0.000007386477,0.9991193,0.0001293515,0.0002696071,0.000120247,0.000002266047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.740566,0.001305336,0.221025,0.0009799351,0.0003717199,0.0001323894,0.001932502,0.00149522,0.03219188],"genre_scores_gemma":[0.9895003,0.0002436564,0.008050665,0.00005689216,0.00006496248,0.00001914025,0.0004888364,0.00008120566,0.001494201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01774305,"threshold_uncertainty_score":0.03527957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329442273078774,"score_gpt":0.26087162666256,"score_spread":0.2279273993546826,"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."}}