{"id":"W3103393161","doi":"","title":"Imaging an 80 au radius dust ring around the F5V star HD 157587","year":2016,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Université de Montréal; Western University; Canadian Institute for Theoretical Astrophysics; Herzberg Institute of Astrophysics; University of Toronto","funders":"","keywords":"Physics; Astrophysics; Debris disk; Asymmetry; Scattering; Sky; Perpendicular; Point spread function; Offset (computer science); Position angle; RADIUS; Astronomy; Stars; Optics; Geometry; Planetary system; 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":[0.0001792083,0.0001343986,0.0002730937,0.000434252,0.0002649058,0.0002439875,0.0003614172,0.0003288701,0.001001048],"category_scores_gemma":[0.0003338359,0.0001269227,0.0001812984,0.0001611069,0.0001408776,0.0001360309,0.0002517524,0.0001346378,0.0004764289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003325916,"about_ca_system_score_gemma":0.0001851971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003653894,"about_ca_topic_score_gemma":0.005941117,"domain_scores_codex":[0.9999287,0.000004256804,0.000003475575,0.00002222287,0.000022552,0.00001881317],"domain_scores_gemma":[0.9998986,0.00001720925,0.00002045109,0.00001650732,0.00001789183,0.00002933257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008543396,0.0004054635,0.4825289,0.0002924552,0.0002607052,0.004179924,0.001024722,0.009616842,0.425007,0.002084845,0.004322986,0.06942173],"study_design_scores_gemma":[0.0001275823,0.0004448337,0.9382757,0.00006206142,0.00009923404,0.001532921,0.000404879,0.03320888,0.02118867,0.0004944382,0.004134411,0.0000263632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980306,0.00007370892,0.0002431642,0.00001572252,0.000005326574,0.000003289227,0.0001807231,0.00004061895,0.001406809],"genre_scores_gemma":[0.9975256,0.00005553813,0.001483077,0.00002440979,0.00001018495,0.000005287886,0.0005484005,0.00001906647,0.000328357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003653894,"threshold_uncertainty_score":0.00726521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344164801809121,"score_gpt":0.2089696195448274,"score_spread":0.1955279715267361,"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."}}