{"id":"W4360103916","doi":"10.48550/arxiv.2303.12004","title":"Comparison of Polarized Radiative Transfer Codes used by the EHT Collaboration","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Superior de Investigaciones Científicas; Agencia Nacional de Investigación y Desarrollo; Junta de Andalucía; Universidad Nacional Autónoma de México; Consejo Nacional de Ciencia y Tecnología; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Radboud Universiteit; China Scholarship Council; Academia Sinica; Gordon and Betty Moore Foundation; Universiteit van Amsterdam; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Institut Périmètre de physique théorique; Universiteit Leiden; China Postdoctoral Science Foundation; John Templeton Foundation","keywords":"Radiative transfer; Physics; Observable; Computational physics; Supermassive black hole; Astrophysics; Optics; Quantum mechanics; Galaxy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006513878,0.001088591,0.0007373548,0.002225072,0.001018733,0.002433443,0.001951132,0.001367034,0.002307862],"category_scores_gemma":[0.01978126,0.0006367372,0.001403473,0.003180543,0.0008407616,0.001876508,0.002322324,0.001404587,0.001449652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292784,"about_ca_system_score_gemma":0.001323888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007400215,"about_ca_topic_score_gemma":0.003384544,"domain_scores_codex":[0.9951697,0.001234817,0.0004417574,0.0005372221,0.002043472,0.0005729854],"domain_scores_gemma":[0.9847341,0.003467637,0.0007719696,0.00565489,0.004746397,0.0006250751],"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":[0.008329825,0.001098632,0.1133562,0.0007868524,0.001255913,0.001414899,0.003234696,0.4593675,0.04304687,0.08448199,0.07063548,0.2129911],"study_design_scores_gemma":[0.001248856,0.0004465284,0.03394747,0.000188152,0.0002139247,0.0007645057,0.001018541,0.7870535,0.09375522,0.02549651,0.05551699,0.0003498153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7779788,0.000791967,0.1185991,0.001133356,0.0004972818,0.000425106,0.01523124,0.02733926,0.05800391],"genre_scores_gemma":[0.7716255,0.0004895679,0.1874619,0.0003379749,0.0001072303,0.000459994,0.02644969,0.01042699,0.002641086],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007400215,"threshold_uncertainty_score":0.0344491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08899431323037868,"score_gpt":0.2346245071513954,"score_spread":0.1456301939210167,"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."}}