{"id":"W3093254931","doi":"10.1103/physrevlett.126.101105","title":"Detectable Environmental Effects in GW190521-like Black-Hole Binaries with LISA","year":2021,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"H2020 European Research Council; Horizon 2020 Framework Programme; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Centre National d’Etudes Spatiales; Ministero dell’Istruzione, dell’Università e della Ricerca; European Commission; National Science Foundation","keywords":"Physics; Astrophysics; Gravitational wave; Black hole (networking); Active galactic nucleus; Astronomy; Galactic Center; Supermassive black hole; Accretion (finance); Neutron star; Observatory; Binary black hole; Stars; 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":[0.0002003653,0.0002740326,0.0003808914,0.0008759004,0.0007658281,0.0007391745,0.000236603,0.0004595286,0.001660021],"category_scores_gemma":[0.0008621057,0.0002011844,0.0001284598,0.0005754851,0.0005533263,0.0003284189,0.0008954953,0.0004511633,0.0003684811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304794,"about_ca_system_score_gemma":0.00009974096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002558293,"about_ca_topic_score_gemma":0.003126918,"domain_scores_codex":[0.9998945,0.00001104868,0.000007761232,0.00003346573,0.00002020808,0.00003291445],"domain_scores_gemma":[0.9996,0.00005633317,0.0001526165,0.00002380311,0.00002132257,0.0001458828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001241638,0.0002117916,0.9698738,0.000018373,0.00004874046,0.003611797,0.0003513873,0.00009231565,0.01675692,0.0002518325,0.0003806857,0.007160804],"study_design_scores_gemma":[0.00001874074,0.0001809275,0.9964004,0.000004530038,0.00001274011,0.00215401,0.0001619187,0.0001561285,0.0004551087,0.00018469,0.0002632448,0.000007568132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990841,0.0000925937,0.00005531021,0.00003723511,0.000006468901,0.00000478181,0.0000954314,0.000007009574,0.0006170474],"genre_scores_gemma":[0.9996055,0.00002984237,0.00003691242,0.00003414039,0.00001022331,0.000002754253,0.000182185,0.000003073125,0.00009535807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002558293,"threshold_uncertainty_score":0.005553305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006451210093538546,"score_gpt":0.2865198017457876,"score_spread":0.2800685916522491,"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."}}