{"id":"W3174540047","doi":"10.3847/1538-3881/ac1103","title":"Modeling the Variable Polarization of ϵ Aurigae In and Out of Eclipse","year":2021,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Eclipse; Physics; Astrophysics; Brightness; Polarimetry; Variable star; Binary star; Opacity; Astronomy; Binary number; Light curve; Stars; Optics; Scattering; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002724589,0.0002951788,0.0002716113,0.0003445587,0.000311761,0.0008196356,0.0004528986,0.0007391403,0.001007213],"category_scores_gemma":[0.0009714368,0.0002765283,0.0004087373,0.0003301811,0.0004139959,0.0005066545,0.0002954855,0.0004191709,0.0001925061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009432771,"about_ca_system_score_gemma":0.0004042313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03867406,"about_ca_topic_score_gemma":0.02764647,"domain_scores_codex":[0.9999108,0.00002024942,0.00000278902,0.00003093003,0.000008639714,0.00002669719],"domain_scores_gemma":[0.9997072,0.0001481588,0.00004851938,0.00002288678,0.00003358302,0.00003967033],"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":[0.0001023089,0.00007404124,0.07057687,0.00001542907,0.00003118904,0.0001488664,0.0000843914,0.9210472,0.00229277,0.001825902,0.0004986456,0.003302278],"study_design_scores_gemma":[0.000008518792,0.00001936816,0.01888337,0.000003848468,0.000008382019,0.00003266141,0.00005266026,0.9798496,0.0003830705,0.000410097,0.0003399313,0.000008553586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946755,0.00004193316,0.00315392,0.00009648468,0.000007556573,0.000006950236,0.0003460601,0.00004659096,0.001624976],"genre_scores_gemma":[0.9988285,0.00002489706,0.0004365868,0.00001204637,0.000004065148,0.000005177671,0.0001986758,0.000009842403,0.0004803323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03867406,"threshold_uncertainty_score":0.07689792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384170148328324,"score_gpt":0.2230915527546367,"score_spread":0.2092498512713535,"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."}}