{"id":"W4386841870","doi":"10.1093/mnras/stad2781","title":"Non-LTE Monte Carlo radiative transfer – III. The thermal properties of tilted and warped Be star discs","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":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Physics; Astrophysics; Monte Carlo method; Radiative transfer; Observable; Asymmetry; Polarization (electrochemistry); Position angle; Stars; Optics; Galaxy","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":[0.0007125268,0.0005983234,0.0007338505,0.0004389006,0.0007325295,0.001021756,0.001443315,0.001278603,0.001650408],"category_scores_gemma":[0.003290738,0.0003756824,0.0008711946,0.0006158313,0.001033649,0.0007212308,0.0004792497,0.0008324692,0.0002533911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608038,"about_ca_system_score_gemma":0.0007455247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03992067,"about_ca_topic_score_gemma":0.0135799,"domain_scores_codex":[0.99971,0.00009759193,0.00001354737,0.00004695592,0.00005505302,0.00007677185],"domain_scores_gemma":[0.9983547,0.0009204178,0.0001396249,0.0001943883,0.0002392579,0.0001515851],"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":[0.00007572037,0.00003633044,0.005531759,0.00001325629,0.00002993244,0.0000465001,0.00002161433,0.9921036,0.0006186288,0.0007066562,0.0001279959,0.0006880529],"study_design_scores_gemma":[0.00002422124,0.00002116466,0.001442396,0.000002540489,0.000006928405,0.00001158867,0.00001210625,0.9975255,0.0005699007,0.0002805366,0.00009523047,0.000007842642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992703,0.0001063055,0.00361663,0.0001514596,0.00001804818,0.00002104104,0.000415577,0.0001819758,0.002785923],"genre_scores_gemma":[0.9979914,0.00002470659,0.001226,0.00003218173,0.00000480664,0.00001281526,0.0002888668,0.00003404164,0.0003852721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03992067,"threshold_uncertainty_score":0.07937664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272797959146881,"score_gpt":0.1963690807834233,"score_spread":0.1836411011919545,"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."}}