{"id":"W4414108050","doi":"10.1139/cjp-2025-0083","title":"Restricting one-loop radiative effects in quantum gravity: demonstrating 4D GR as an EFT and its consistent unification with the Standard Model","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Renormalization; Graviton; Quantum gravity; Effective field theory; Standard Model (mathematical formulation); Radiative transfer; Renormalization group; Unification; Quantum field theory; General relativity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007031809,0.0006114971,0.0005516728,0.0006697477,0.0008626111,0.001273518,0.001060295,0.00107083,0.001526418],"category_scores_gemma":[0.001341255,0.0002371005,0.0006999242,0.0002284905,0.003792729,0.002033363,0.002427482,0.002020293,0.0003273998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000894058,"about_ca_system_score_gemma":0.0006500234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140572,"about_ca_topic_score_gemma":0.0009793591,"domain_scores_codex":[0.9996641,0.0001084886,0.00001635321,0.00005310228,0.0001143101,0.00004376013],"domain_scores_gemma":[0.999539,0.00008498052,0.00006478988,0.0002047754,0.0000565646,0.00004981864],"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":[0.000009838209,0.00001266399,0.0001685076,0.00001580617,0.000003368719,0.00006626093,0.00009835335,0.001484968,0.002439946,0.9938194,0.0001516813,0.001729276],"study_design_scores_gemma":[0.00001959704,0.00003927474,0.0003967847,0.00001763496,0.000007698494,0.0001446391,0.0000503521,0.04623308,0.002130997,0.9478008,0.003141016,0.00001801403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5315227,0.000849828,0.3068848,0.002860463,0.0003130144,0.00007763936,0.0001664294,0.001040387,0.1562847],"genre_scores_gemma":[0.9315963,0.0002384697,0.0635632,0.0002428614,0.0001028886,0.00005238429,0.00006389749,0.00009919815,0.004040842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001526418,"threshold_uncertainty_score":0.006486833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231910884707364,"score_gpt":0.2538988978254774,"score_spread":0.2415797889784038,"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."}}