{"id":"W2961183507","doi":"10.1093/mnras/stz1988","title":"The nature of the soft excess and spectral variability in the Seyfert 1 galaxy Zw 229.015","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"University of Leicester; Natural Sciences and Engineering Research Council of Canada; California Institute of Technology; Jet Propulsion Laboratory; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Galaxy; Accretion disc; Accretion (finance); Spectral line; Power law; Spectral properties; Astronomy; Emission spectrum; Spectral density; Active galactic nucleus","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":[0.0001050874,0.0001677939,0.0001621435,0.001129477,0.0002300715,0.0005368474,0.0001911697,0.0001107205,0.0007184473],"category_scores_gemma":[0.000309007,0.0000848663,0.0001535782,0.0006581948,0.0002136391,0.0001869712,0.000383385,0.0001079073,0.0001980127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026322,"about_ca_system_score_gemma":0.0001109635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005879268,"about_ca_topic_score_gemma":0.009184737,"domain_scores_codex":[0.9999297,0.000006048771,0.000005065712,0.00002522255,0.00001731404,0.00001679708],"domain_scores_gemma":[0.9997311,0.00002214987,0.0001431374,0.00002469265,0.00003034665,0.00004846551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001448684,0.00002622631,0.8701309,0.00004411075,0.00009351732,0.0005086837,0.0003713508,0.0003872102,0.1192638,0.0002871942,0.0001304333,0.008611728],"study_design_scores_gemma":[0.000001029755,0.00002255476,0.9982551,0.000001886124,0.000009246548,0.0001218515,0.00007564903,0.0001110298,0.001089142,0.00002183109,0.0002885317,0.000002104703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993454,0.00007659652,0.00005068691,0.000006085897,6.054742e-7,0.000001593448,0.0001388801,0.000003885987,0.0003763459],"genre_scores_gemma":[0.9994441,0.00003738686,0.00007986603,0.00000317878,0.000001780497,0.000001614034,0.0002977824,0.000002269113,0.000132042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005879268,"threshold_uncertainty_score":0.01169014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004595774053019503,"score_gpt":0.199033475937662,"score_spread":0.1944377018846425,"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."}}