{"id":"W2170352947","doi":"10.1111/j.1365-2966.2007.11663.x","title":"Modelling mid-<i>Z</i>element atmospheres for strongly magnetized neutron stars","year":2007,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Space Telescope Science Institute; National Aeronautics and Space Administration","keywords":"Physics; Neutron star; Radiative equilibrium; Astrophysics; Photosphere; Opacity; Radiative transfer; Spectral line; Gravitational redshift; Astronomy; Gravitational wave; Optics","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":[0.0001966972,0.0005696917,0.0003980389,0.0003541381,0.0003506426,0.0008509061,0.00101182,0.001310693,0.001083971],"category_scores_gemma":[0.0006331918,0.000424872,0.0008088402,0.0003132417,0.0005366425,0.0006254477,0.0005629307,0.0004795091,0.0002624845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019432,"about_ca_system_score_gemma":0.0004605488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01756852,"about_ca_topic_score_gemma":0.009882566,"domain_scores_codex":[0.9999255,0.00002210709,0.000004376258,0.00001903814,0.00001186342,0.00001699324],"domain_scores_gemma":[0.9997751,0.00008207353,0.00005089111,0.0000203485,0.00002525836,0.00004636836],"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":[0.00004319279,0.00002775089,0.005075546,0.00001566213,0.00002380031,0.00006702526,0.00005173248,0.9901773,0.002175166,0.001620911,0.00008724335,0.0006346632],"study_design_scores_gemma":[0.00002532388,0.00001930961,0.002375787,0.000003820174,0.000008038213,0.00002108255,0.00003088234,0.9957277,0.0003813448,0.0009899611,0.0004079437,0.000008870422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763497,0.000132305,0.01765635,0.0001701353,0.00001736356,0.00003249395,0.0007337756,0.0001669058,0.00474104],"genre_scores_gemma":[0.991388,0.0001386103,0.006498203,0.00004052202,0.000014292,0.00004770355,0.0005002546,0.00007303345,0.001299466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01756852,"threshold_uncertainty_score":0.03493255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334885913974487,"score_gpt":0.2725345640046028,"score_spread":0.2591857048648579,"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."}}