{"id":"W4413325970","doi":"10.1093/mnras/staf1363","title":"The peculiar hard state behaviour of the black hole X-ray binary Swift J1727.8−1613","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Lethbridge","funders":"H2020 European Research Council; Division of Materials Research; Horizon 2020; Institut sur la Nutrition et les Aliments Fonctionnels; University of Cape Town; Nuclear Safety and Security Commission; HORIZON EUROPE Framework Programme; University of the Western Cape; Canada Research Chairs; Tamkeen; European Commission; Australian Government; University of Warwick; National Science Foundation; Royal Society; Natural Sciences and Engineering Research Council of Canada; Hintze Family Charitable Foundation; Commonwealth Scientific and Industrial Research Organisation; New York University Abu Dhabi; National Aeronautics and Space Administration; National Research Foundation; University of Pretoria; UK Research and Innovation","keywords":"Physics; Swift; Astrophysics; X-ray binary; Binary number; Black hole (networking); State (computer science); Astronomy; Neutron star","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":[0.0001013569,0.0001327115,0.0001710841,0.0005744718,0.0003009685,0.000561111,0.0001561578,0.0001525413,0.001119299],"category_scores_gemma":[0.0003083684,0.00009299532,0.00008858494,0.0003447318,0.0002413966,0.0001702622,0.0003569281,0.0002292596,0.0004658807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487195,"about_ca_system_score_gemma":0.0001343953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005262068,"about_ca_topic_score_gemma":0.008173371,"domain_scores_codex":[0.9999479,0.000002489329,0.000003023762,0.00001570204,0.00001411665,0.00001689157],"domain_scores_gemma":[0.9997687,0.00002067066,0.00009841812,0.00001635396,0.0000359494,0.00005988628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002882918,0.0001012364,0.901777,0.00003336345,0.00005510222,0.0007515706,0.0004620117,0.0007219765,0.08275369,0.000667291,0.0009333016,0.01145517],"study_design_scores_gemma":[0.000004084773,0.00005144049,0.9958202,0.000002971679,0.000008091492,0.0002459447,0.0001352658,0.0009109461,0.001978984,0.00007016612,0.0007669176,0.000005161723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992397,0.000035592,0.00006839405,0.00000847684,0.000002316193,0.000001495077,0.0001035811,0.00000442309,0.0005360541],"genre_scores_gemma":[0.9989579,0.00002610235,0.00007208313,0.000008648618,0.000004717385,0.000002673454,0.0004566505,0.000005674342,0.0004654927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005262068,"threshold_uncertainty_score":0.01046288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007256847846888912,"score_gpt":0.2095201366871849,"score_spread":0.202263288840296,"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."}}