{"id":"W6976977223","doi":"10.60692/tztc6-j0d46","title":"Comparison of Polarized Radiative Transfer Codes Used by the EHT Collaboration","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo; McGill University","funders":"","keywords":"Radiative transfer; Observable; Excitation; Binary number; Observational error; Computation; Stokes parameters; Accretion disc","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":[0.007297899,0.0009608081,0.0007104144,0.001873139,0.0009380906,0.002232872,0.002026991,0.001152278,0.00214844],"category_scores_gemma":[0.02170284,0.0005662593,0.001215057,0.002764362,0.000772948,0.001712564,0.002173645,0.001059692,0.001138897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463088,"about_ca_system_score_gemma":0.001445335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008192852,"about_ca_topic_score_gemma":0.003689505,"domain_scores_codex":[0.9950676,0.00143044,0.0004148899,0.0005476184,0.00198729,0.0005521427],"domain_scores_gemma":[0.9825622,0.004668222,0.0008903291,0.005711258,0.005507044,0.0006609673],"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":[0.007765535,0.001044469,0.119066,0.0005825259,0.001113279,0.001062565,0.002806541,0.5479172,0.03417007,0.06234957,0.03682107,0.1853012],"study_design_scores_gemma":[0.0009062297,0.0004367113,0.02325393,0.0001103288,0.0001448207,0.0003238479,0.0006603873,0.876053,0.06472198,0.0120266,0.02114815,0.0002140168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8495007,0.0004393758,0.08211414,0.0007663192,0.0002642758,0.0003705628,0.008323347,0.01945757,0.03876365],"genre_scores_gemma":[0.8413996,0.0002393867,0.1362594,0.0002122658,0.0000608653,0.0003603822,0.01399445,0.005683028,0.001790574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008192852,"threshold_uncertainty_score":0.03859544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03590181431244097,"score_gpt":0.2531932689436976,"score_spread":0.2172914546312567,"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."}}