{"id":"W2566225296","doi":"10.1103/physics.9.52","title":"Relativity Gets Thorough Vetting from LIGO","year":2016,"lang":"en","type":"article","venue":"Physics","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Human Resource Development; Institut des Origines de Lyon; Ministero dello Sviluppo Economico; Ministry of Education, India; National Research Foundation of Korea; Royal Society; Ministerio de Economía y Competitividad; Council of Scientific and Industrial Research, India; Centre National de la Recherche Scientifique; Industry Canada; Govern de les Illes Balears; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Science and Technology Facilities Council; National Research Foundation; European Commission; Russian Foundation for Basic Research; Scottish Universities Physics Alliance; Canadian Institute for Advanced Research; Leverhulme Trust; Scottish Funding Council; Science and Engineering Research Board; National Science Foundation; Istituto Nazionale di Fisica Nucleare; Kavli Foundation; Hungarian Scientific Research Fund","keywords":"Vetting; LIGO; Theory of relativity; Physics; Computer science; Theoretical physics; Astronomy; Astrobiology; Computer security; Gravitational wave","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006872569,0.00009076966,0.0001056025,0.000009625766,0.00009863935,0.0000256415,0.0001180201,0.00001738256,0.0001674851],"category_scores_gemma":[0.00001116314,0.00006296152,0.00007495238,0.00005824298,0.00004039589,0.0002114756,0.00006897614,0.00009187942,0.0003708969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000168189,"about_ca_system_score_gemma":0.00002970726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007431335,"about_ca_topic_score_gemma":6.264046e-7,"domain_scores_codex":[0.9992773,0.0000403259,0.0001007292,0.0001869178,0.0001878974,0.0002068385],"domain_scores_gemma":[0.9993656,0.0002922845,0.00005020008,0.0001797464,0.00005335663,0.00005876572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003402617,0.0003166043,0.07199161,0.000007112774,0.0002022791,0.000005436592,0.0007344732,0.00002384434,0.1369138,0.2694386,0.003660585,0.5166716],"study_design_scores_gemma":[0.0003208092,0.00001560621,0.02288955,0.00003174824,0.000007976279,3.664512e-8,0.00003123626,0.0001375351,0.01591704,0.9514626,0.009041506,0.0001442969],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311475,0.00008524177,0.02157981,0.001490375,0.0002035459,0.0001865705,0.00123354,0.0000254023,0.044048],"genre_scores_gemma":[0.9924211,0.000002242869,0.0009171853,0.00003071058,0.0008675878,0.00001056545,0.00008687703,0.00001353238,0.005650234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6820241,"threshold_uncertainty_score":0.4767253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221433071469946,"score_gpt":0.3342074933061581,"score_spread":0.3119931625914586,"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."}}