{"id":"W2679818242","doi":"10.1103/physrevd.96.084043","title":"Fixing extensions to general relativity in the nonlinear regime","year":2017,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Ontario Ministry of Research, Innovation and Science; Government of Canada","keywords":"Theory of relativity; Nonlinear system; General relativity; Calculus (dental); Mathematics; Theoretical physics; Physics; Quantum mechanics; Medicine","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":[0.00265404,0.001361321,0.0009657177,0.0008598579,0.001155533,0.001885885,0.001247834,0.001913205,0.004824259],"category_scores_gemma":[0.004146307,0.0004300401,0.001834461,0.0005530381,0.005352085,0.005896184,0.003417792,0.003820126,0.001232849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094025,"about_ca_system_score_gemma":0.0007035623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167513,"about_ca_topic_score_gemma":0.001087981,"domain_scores_codex":[0.9992399,0.0003338495,0.00003318954,0.0001846002,0.000146893,0.00006150991],"domain_scores_gemma":[0.9980685,0.0005439266,0.0003641543,0.0007067122,0.0001908173,0.000125817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009473753,0.000009896155,0.0001053768,0.00008370958,0.00002104167,0.00006658944,0.00007370133,0.002885653,0.0005307401,0.9894671,0.0009307955,0.005815878],"study_design_scores_gemma":[0.00001518658,0.00004412508,0.0002815155,0.00005351671,0.00001284087,0.0001287434,0.00004319461,0.004483808,0.0003005555,0.9812424,0.01337171,0.00002244333],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08786504,0.02314981,0.5685704,0.01543982,0.003868466,0.000177618,0.0003856927,0.0005421061,0.3000011],"genre_scores_gemma":[0.6832743,0.02992124,0.2086421,0.004441645,0.005480715,0.000329836,0.0006251833,0.000312669,0.06697229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004824259,"threshold_uncertainty_score":0.01613873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343296981073139,"score_gpt":0.512137739059683,"score_spread":0.4778080409523691,"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."}}