{"id":"W4386620682","doi":"10.1103/physrevd.108.063014","title":"Repeating fast radio bursts from neutron star binaries: Multiband and multimessenger opportunities","year":2023,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Perimeter Institute","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Ministry of Colleges and Universities; European Cooperation in Science and Technology; National Science Foundation; Government of Canada; Owens Family Foundation; Institut Périmètre de physique théorique; Innovation, Science and Economic Development Canada","keywords":"Neutron star; Physics; Astronomy; Radio wave; Astrophysics; Star (game theory)","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":[0.0005213718,0.0002524641,0.0002988352,0.0007226514,0.0003417022,0.0007676193,0.000368323,0.000360765,0.0009714932],"category_scores_gemma":[0.001267355,0.0002318155,0.0002187224,0.0006814373,0.0002678311,0.0005922238,0.0007777979,0.0003274207,0.0001464716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003162146,"about_ca_system_score_gemma":0.0001058456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009251301,"about_ca_topic_score_gemma":0.002176325,"domain_scores_codex":[0.9998234,0.00002574393,0.000009374879,0.00006183522,0.00003976901,0.00003977985],"domain_scores_gemma":[0.998868,0.0004179913,0.0003548887,0.0001610151,0.00006747471,0.000130702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001292878,0.000191138,0.7944455,0.0001333722,0.0001355018,0.001109868,0.0007243855,0.004642416,0.1283803,0.003269761,0.0003056545,0.06536923],"study_design_scores_gemma":[0.00002567798,0.0001959048,0.9533309,0.00002575055,0.0000732746,0.001502685,0.0003390416,0.02351866,0.01648695,0.002803851,0.001652825,0.00004448833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976535,0.0002468257,0.001436355,0.00003511885,0.000003123713,0.000003798755,0.00009327201,0.00001600485,0.0005119431],"genre_scores_gemma":[0.9981515,0.000104902,0.001201109,0.0000100924,0.00000994047,0.000004439557,0.0003107538,0.00000755477,0.0001996555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009714932,"threshold_uncertainty_score":0.003250003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03656378755352987,"score_gpt":0.4556072786060409,"score_spread":0.4190434910525111,"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."}}