{"id":"W4396786004","doi":"10.21468/scipostphyscommrep.5","title":"Possible causes of false general relativity violations in gravitational wave observations","year":2025,"lang":"en","type":"preprint","venue":"SciPost Physics Community Reports","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Perimeter Institute","funders":"H2020 Future and Emerging Technologies; Australian Research Council; European Research Council; Horizon 2020; Danmarks Grundforskningsfond; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; John Templeton Foundation; Deutsche Forschungsgemeinschaft; Science and Engineering Research Board; University of Virginia; Indo-US Science and Technology Forum; HORIZON EUROPE Marie Sklodowska-Curie Actions; Ministero degli Affari Esteri e della Cooperazione Internazionale; Simons Foundation; Agence Nationale de la Recherche; National Aeronautics and Space Administration; Villum Fonden; Ministero dell’Istruzione, dell’Università e della Ricerca; Owens Family Foundation; National Science Foundation","keywords":"Gravitational wave; Theory of relativity; Physics; General relativity; Theoretical physics; Tests of general relativity; Classical mechanics; Numerical relativity; Astronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008769804,0.0003287585,0.0005764963,0.0002795762,0.0005002012,0.00009756271,0.0003734544,0.0001528144,0.00004636044],"category_scores_gemma":[0.0001176184,0.0003681172,0.0003102611,0.0007834161,0.0002301033,0.0002790296,0.001207383,0.001998545,0.000002331361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417441,"about_ca_system_score_gemma":0.001395776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005551305,"about_ca_topic_score_gemma":0.0003664314,"domain_scores_codex":[0.9971222,0.0006638083,0.0009602187,0.0003648118,0.0005616616,0.0003272513],"domain_scores_gemma":[0.9963441,0.0007606543,0.0006997702,0.001254954,0.0008442239,0.00009631549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004060167,0.003190587,0.6715839,0.0004348397,0.0006081055,0.00002565157,0.004122508,0.05531843,0.00464134,0.2570017,0.0009968677,0.00203546],"study_design_scores_gemma":[0.000155345,0.00001935011,0.3016426,0.0002606748,0.00003917666,0.000001042857,0.0002174944,0.001991631,0.0005944752,0.694771,0.00007736928,0.0002298194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985139,0.00006945577,0.0008818113,0.0002533603,0.0003312849,0.000722182,0.004033918,0.00001637418,0.008552649],"genre_scores_gemma":[0.9787487,0.000005744385,0.004321479,0.00002600411,0.0001357157,0.0001361795,0.01181306,0.00002161697,0.004791462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4377693,"threshold_uncertainty_score":0.9998771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08161551568328103,"score_gpt":0.3774867400880606,"score_spread":0.2958712244047796,"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."}}