{"id":"W3168264322","doi":"10.1103/physrevlett.127.161101","title":"First Constraints on Light Axions from the Binary Neutron Star Gravitational Wave Event GW170817","year":2021,"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":"Innovation, Science and Economic Development Canada; Institut Périmètre de physique théorique; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; European Commission; Ontario Ministry of Research, Innovation and Science; Government of Canada","keywords":"Physics; Neutron star; Axion; Parameter space; Gravitational wave; Particle physics; Astrophysics; Binary number; Nuclear physics; Dark matter; Statistics","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":[0.000704261,0.0006537997,0.0006577044,0.0007924262,0.0007967481,0.001251171,0.0004478024,0.000642902,0.003028094],"category_scores_gemma":[0.003164995,0.0004803084,0.0004861453,0.0005606731,0.0004366771,0.0004816947,0.001362067,0.0005782937,0.000481297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005449727,"about_ca_system_score_gemma":0.0004911178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002880981,"about_ca_topic_score_gemma":0.006521829,"domain_scores_codex":[0.9996567,0.00005345048,0.00002406983,0.0000561931,0.0001270732,0.00008258622],"domain_scores_gemma":[0.9983606,0.0007472195,0.0003337711,0.0001798093,0.0001410104,0.000237591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002367746,0.0002285155,0.6728045,0.0006971419,0.0005224061,0.002343301,0.001057163,0.01747701,0.2309736,0.02967326,0.005077296,0.03677794],"study_design_scores_gemma":[0.000315242,0.0004496698,0.8976012,0.0001622166,0.0003371126,0.001257728,0.000844168,0.03672681,0.02872883,0.01725105,0.01618027,0.0001457573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914536,0.0002316672,0.001574382,0.0001211799,0.00001165004,0.000009361078,0.0007687571,0.00003874066,0.005790597],"genre_scores_gemma":[0.9942784,0.0001548452,0.001411504,0.0001171336,0.00002052752,0.00002118071,0.003538922,0.00005872292,0.0003987781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003028094,"threshold_uncertainty_score":0.01012999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05045009106902382,"score_gpt":0.2377281360456992,"score_spread":0.1872780449766754,"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."}}