{"id":"W4381712615","doi":"10.48550/arxiv.2306.11787","title":"Gravitational Radiation from hyperbolic encounters in the presence of dark matter","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Murcia; Science and Engineering Research Board; Indian Institute of Technology Gandhinagar; University of Lethbridge","keywords":"Physics; Gravitational wave; Dark matter; Perturbation (astronomy); Binary number; Gravitation; Radiation; Dynamical friction; Astrophysics; Classical mechanics; Astronomy; Optics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002098107,0.000301023,0.0002799466,0.0004468415,0.0003335305,0.0008080628,0.0003029113,0.0002938067,0.001179023],"category_scores_gemma":[0.001148201,0.0001691862,0.00023928,0.0004507684,0.0004331424,0.0009735364,0.0008259872,0.0004152051,0.00009803965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002667524,"about_ca_system_score_gemma":0.000143034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022476,"about_ca_topic_score_gemma":0.0007544125,"domain_scores_codex":[0.9999315,0.00001641968,0.000003764373,0.00001672253,0.00001450726,0.00001701034],"domain_scores_gemma":[0.9996492,0.0001158483,0.0001187618,0.00003459999,0.00002433107,0.00005726127],"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":[0.00233405,0.0003226511,0.4586019,0.0005947505,0.0006899523,0.0075336,0.002128986,0.2703062,0.1313119,0.08658881,0.001433468,0.03815378],"study_design_scores_gemma":[0.0001373944,0.0004439025,0.2707926,0.00008606604,0.0002075049,0.00200836,0.001373107,0.6574052,0.02850509,0.03532851,0.003571347,0.0001410045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943357,0.0002377833,0.003526071,0.00002812951,0.00001082317,0.000005001614,0.0000474472,0.00002332454,0.00178574],"genre_scores_gemma":[0.9990716,0.00005958807,0.0005493737,0.000007455442,0.000005272632,0.000001756124,0.00005701089,0.00001021036,0.0002377809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001179023,"threshold_uncertainty_score":0.003944159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04982384403198706,"score_gpt":0.2470457711516787,"score_spread":0.1972219271196916,"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."}}