{"id":"W4417459274","doi":"10.48550/arxiv.2512.13453","title":"Extending Weinberg's EFT: effective scalar-tensor theories up to sixth order","year":2025,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council; Ministry of Colleges and Universities; Institut Périmètre de physique théorique; Austrian Science Fund; Ministry of Education, Culture, Sports, Science and Technology; Agence Nationale de la Recherche; Government of Canada; Strong","keywords":"Formalism (music); Gravitational wave; Quantum field theory; Scattering amplitude; Lagrangian; Effective field theory; Operator (biology); Gravitation; Scattering","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":[0.0009243253,0.0008808831,0.000595297,0.00169719,0.001211483,0.001435587,0.001200554,0.0008971415,0.002899541],"category_scores_gemma":[0.001190797,0.000309363,0.001025687,0.0006951761,0.003060923,0.002700165,0.001783329,0.001396674,0.0007878619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103496,"about_ca_system_score_gemma":0.0009927881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183054,"about_ca_topic_score_gemma":0.001596886,"domain_scores_codex":[0.999607,0.0001022056,0.00002296161,0.00003470054,0.0001769912,0.00005612636],"domain_scores_gemma":[0.9994604,0.00008804918,0.00006745494,0.0001862976,0.0001119862,0.00008582688],"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":[0.000003880666,0.00001113427,0.00006693137,0.00001610058,0.000002151992,0.00006016139,0.00007532139,0.001839804,0.000662694,0.9950299,0.0001824144,0.002049445],"study_design_scores_gemma":[0.000007265125,0.00001537713,0.0000915097,0.0000110026,0.000003637899,0.00009736922,0.00002839159,0.02132853,0.0006357029,0.9745657,0.003204934,0.00001071742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3207129,0.00133493,0.4546435,0.001810457,0.0006162967,0.0001285662,0.0002444826,0.0006119498,0.2198969],"genre_scores_gemma":[0.8505495,0.001057227,0.1264815,0.0004062673,0.0002773947,0.00009593684,0.0001462939,0.0002374077,0.02074856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002899541,"threshold_uncertainty_score":0.009699881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639658997634599,"score_gpt":0.3116474453865188,"score_spread":0.2952508554101729,"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."}}