{"id":"W3174445924","doi":"10.1093/mnras/stab1811","title":"Discovery and modelling of broad-scale plasma lensing in black-widow pulsar J2051 − 0827","year":2021,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; University of Toronto; Deutsche Forschungsgemeinschaft","keywords":"Physics; Eclipse; Pulsar; Scintillation; Astrophysics; Flux (metallurgy); Line-of-sight; Neutron star; Gravitational wave; Angular diameter; Astronomy; Stars; Optics; Detector","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002580413,0.0004070043,0.000342152,0.0005179252,0.0004556122,0.001133025,0.0007994602,0.0006139179,0.0007322545],"category_scores_gemma":[0.0008711448,0.0003710144,0.0005038874,0.0003552726,0.0005180746,0.0003913577,0.0004461506,0.0003891675,0.0001100171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035145,"about_ca_system_score_gemma":0.0007122332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02123438,"about_ca_topic_score_gemma":0.01349293,"domain_scores_codex":[0.9999273,0.00001638225,0.000003140946,0.00001739576,0.00001142534,0.00002438505],"domain_scores_gemma":[0.9997867,0.00007081331,0.00006312988,0.00001968565,0.00001532354,0.00004429626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00032526,0.0002278705,0.2904481,0.00008529114,0.0002558018,0.002048094,0.000262841,0.6711705,0.02196464,0.00494735,0.0007739448,0.007490364],"study_design_scores_gemma":[0.00004361124,0.00006156953,0.0501957,0.00001014699,0.00003010526,0.0001555568,0.0001512019,0.9464269,0.001381136,0.0009875324,0.0005333793,0.00002330191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966857,0.00008024005,0.002362659,0.0000782885,0.000005675897,0.000008858446,0.00008981987,0.00004931279,0.0006394489],"genre_scores_gemma":[0.999019,0.00003626847,0.000715864,0.000007805854,0.000004448855,0.000005294626,0.00008376413,0.000007518639,0.0001200756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02123438,"threshold_uncertainty_score":0.04222161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309680713344158,"score_gpt":0.249119779484325,"score_spread":0.2360229723508834,"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."}}