{"id":"W4393257311","doi":"10.1103/physrevlett.132.131401","title":"Gravitational Raman Scattering in Effective Field Theory: A Scalar Tidal Matching at <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"><mml:mi mathvariant=\"script\">O</mml:mi><mml:mo stretchy=\"false\">(</mml:mo><mml:msup><mml:mi>G</mml:mi><mml:mn>3</mml:mn></mml:msup><mml:mo stretchy=\"false\">)</mml:mo></mml:math>","year":2024,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Physics; Scalar field; Scalar (mathematics); General relativity; Gravitation; Mathematical physics; Classical mechanics; Geometry; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008650021,0.0007488,0.0004443247,0.001378103,0.0007681985,0.001286598,0.00120381,0.0006645451,0.00539652],"category_scores_gemma":[0.001519553,0.0003065796,0.0006742493,0.0009115282,0.001479936,0.002043683,0.0006770745,0.0007264682,0.0005670935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252843,"about_ca_system_score_gemma":0.0008844079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002467449,"about_ca_topic_score_gemma":0.002987856,"domain_scores_codex":[0.9997832,0.00006886963,0.000008386942,0.00001837826,0.00008125435,0.0000399664],"domain_scores_gemma":[0.9996665,0.0001145122,0.00004766056,0.0000611311,0.00005639987,0.00005390789],"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":[0.00006208962,0.00007450875,0.00105693,0.00009850325,0.00002384961,0.0002771942,0.0002586493,0.0578442,0.007024517,0.9256315,0.0008305346,0.006817596],"study_design_scores_gemma":[0.00005176381,0.00006490216,0.001208754,0.00002719548,0.00002464367,0.0001367212,0.0001161413,0.720497,0.007604135,0.2682144,0.002013466,0.00004075395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6012796,0.0003440464,0.3343576,0.0007032432,0.0001179439,0.000126833,0.000158892,0.0006362576,0.06227557],"genre_scores_gemma":[0.9350264,0.0003425851,0.05125989,0.0001829288,0.00005975089,0.00007080883,0.0001514756,0.0003256093,0.01258059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00539652,"threshold_uncertainty_score":0.01805311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227748984512688,"score_gpt":0.2796133382063828,"score_spread":0.267335848361256,"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."}}