{"id":"W2798847725","doi":"10.1103/physrevd.102.123010","title":"Constraining black hole mimickers with gravitational wave observations","year":2020,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"H2020 Marie Skłodowska-Curie Actions; Science and Technology Facilities Council; Institut Périmètre de physique théorique; Science and Engineering Research Board; Indo-US Science and Technology Forum; California Institute of Technology; European Commission; Industry Canada; Massachusetts Institute of Technology; Ontario Ministry of Economic Development and Innovation; National Science Foundation; Government of Canada; Ministero dello Sviluppo Economico; International Centre for Theoretical Sciences; Max-Planck-Gesellschaft","keywords":"LIGO; Polytropic process; Physics; Binary black hole; Black hole (networking); Gravitational wave; General relativity; Binary number; Stars; Astrophysics; Parameter space; Simple (philosophy); Gravitation; Theoretical physics; Astronomy; Computer science","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":[0.003074681,0.0006406613,0.0009285741,0.001961929,0.000396447,0.00171473,0.000746768,0.001109368,0.001094729],"category_scores_gemma":[0.00820793,0.0004751298,0.00045066,0.001537481,0.0005633589,0.001005509,0.001200581,0.0008086787,0.0005392953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005592961,"about_ca_system_score_gemma":0.0004735601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002430372,"about_ca_topic_score_gemma":0.003539737,"domain_scores_codex":[0.9993727,0.0002200185,0.00004003558,0.0001433426,0.0001608617,0.00006308887],"domain_scores_gemma":[0.9968911,0.00141263,0.001059899,0.0002748058,0.0002333274,0.000128302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005500755,0.0001885736,0.5991455,0.001638696,0.0008206018,0.0010312,0.0002983419,0.04413004,0.01467476,0.07792117,0.01335436,0.2462467],"study_design_scores_gemma":[0.0001687079,0.0003458227,0.5124725,0.000994995,0.0009760915,0.002336117,0.0004188823,0.1771641,0.01160109,0.1441347,0.149182,0.0002049581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7814119,0.1057027,0.07720154,0.002845244,0.0003500716,0.000152439,0.001781179,0.0004390563,0.03011582],"genre_scores_gemma":[0.9577578,0.02210704,0.01681517,0.00038696,0.0001824548,0.00003291652,0.001541347,0.00003639935,0.001139915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003074681,"threshold_uncertainty_score":0.01626062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05191336025332016,"score_gpt":0.4512877162909433,"score_spread":0.3993743560376231,"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."}}