{"id":"W4404414161","doi":"10.1103/physrevlett.133.201401","title":"Searching for Asymmetric and Heavily Precessing Binary Black Holes in the Gravitational Wave Data from the LIGO Third Observing Run","year":2024,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Instituto Nazionale di Fisica Nucleare; Japan Society for the Promotion of Science; Science and Technology Facilities Council; Centre National de la Recherche Scientifique; Australian Research Council; National Research Foundation of Korea; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Pennsylvania State University; University of Wisconsin-Madison; Institute for Computational and Data Sciences, Pennsylvania State University; Massachusetts Institute of Technology; National Science Foundation; Ministry of Education, Culture, Sports, Science and Technology; California Institute of Technology; Academia Sinica; Ministry of Science and ICT, South Korea; National Science and Technology Council","keywords":"LIGO; Gravitational wave; Physics; Binary black hole; Binary number; Astrophysics; Black hole (networking); Gravitational-wave astronomy; Astronomy; Computer science","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":[0.0009595699,0.0003064227,0.0005227677,0.001780085,0.0005290953,0.001040567,0.0003234537,0.0004404883,0.0009734905],"category_scores_gemma":[0.001681816,0.0001709228,0.0005700552,0.001486915,0.0003358816,0.0002864406,0.001030983,0.0004751511,0.0004490001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431503,"about_ca_system_score_gemma":0.0006486677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005143492,"about_ca_topic_score_gemma":0.01345498,"domain_scores_codex":[0.9995694,0.00005106376,0.00002017852,0.00008084728,0.0001306133,0.0001480212],"domain_scores_gemma":[0.9981701,0.0003193419,0.0006068456,0.0003061235,0.0001363547,0.0004611975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009172442,0.0001428521,0.9095965,0.000075401,0.0002627522,0.001072414,0.0006550043,0.002332445,0.05116474,0.001404473,0.003225722,0.02915036],"study_design_scores_gemma":[0.00002716554,0.00008129926,0.9879473,0.000008629178,0.00005999155,0.0003750309,0.0001078207,0.003524047,0.005271871,0.0004727175,0.002100325,0.00002383511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949662,0.00008305407,0.001451183,0.00008844501,0.000006713513,0.00001867796,0.002341993,0.0001864496,0.0008573623],"genre_scores_gemma":[0.9875618,0.00005958289,0.004143832,0.00006875991,0.00001880419,0.0000203601,0.007709379,0.00006086268,0.0003566358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005143492,"threshold_uncertainty_score":0.01022708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08047267060780583,"score_gpt":0.4065313843274803,"score_spread":0.3260587137196745,"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."}}