{"id":"W3091986108","doi":"10.1103/physrevd.103.023007","title":"Investigating the I-Love-Q and <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"><mml:mi>w</mml:mi></mml:math>-mode universal relations using piecewise polytropes","year":2021,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Innovation, Science and Economic Development Canada; Radboud Universiteit; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Simons Foundation; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Aeronautics and Space Administration","keywords":"Moment of inertia; Physics; Omega; Polytropic process; Piecewise; Equation of state; Lambda; Quadrupole; Neutron star; Mathematical physics; Mathematics; Mathematical analysis; Quantum mechanics; Astrophysics","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":[0.0004192413,0.0004296135,0.0002161051,0.0008668702,0.0003549332,0.0006659831,0.0008198141,0.0004718618,0.002714727],"category_scores_gemma":[0.00403405,0.0002280953,0.0002471681,0.0006355855,0.0011135,0.00209399,0.0009263892,0.0006612334,0.0002155306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003694579,"about_ca_system_score_gemma":0.0001806875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123914,"about_ca_topic_score_gemma":0.001730553,"domain_scores_codex":[0.9998692,0.00001621174,0.000006891429,0.00005555522,0.00002423806,0.00002790358],"domain_scores_gemma":[0.9985749,0.0004112477,0.0005683885,0.0002005758,0.0001207515,0.0001241731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000216778,0.0001455363,0.1293045,0.0004531155,0.00006972413,0.0009294245,0.001826318,0.06390218,0.07243236,0.6322288,0.002287925,0.0962034],"study_design_scores_gemma":[0.00002268221,0.0001896818,0.08610578,0.0001070666,0.00003237471,0.0007287767,0.0009631832,0.7098098,0.02689062,0.170289,0.00478617,0.00007491909],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8842338,0.0006904019,0.09939042,0.0002758148,0.00002272945,0.00002917768,0.0001616992,0.0001898002,0.01500603],"genre_scores_gemma":[0.993155,0.0001686366,0.005681386,0.0000238293,0.00001216546,0.00001493958,0.00007102077,0.0000313586,0.0008416554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002714727,"threshold_uncertainty_score":0.009081662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252643733323867,"score_gpt":0.3758981620664716,"score_spread":0.3533717247332329,"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."}}