{"id":"W4401955296","doi":"10.1007/978-981-19-3079-9_22-1","title":"Asymptotic Safety of Gravity with Matter","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Physics; Geology; Environmental science","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":[0.0006009269,0.0006587653,0.0007194733,0.0008681137,0.001378987,0.001836456,0.0009226908,0.001294832,0.008259993],"category_scores_gemma":[0.001905466,0.0003124725,0.0005325195,0.0006934032,0.005071765,0.004201422,0.001518369,0.003731549,0.001672927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611558,"about_ca_system_score_gemma":0.0009753676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145673,"about_ca_topic_score_gemma":0.0009305248,"domain_scores_codex":[0.9996118,0.000125803,0.00001349434,0.00005001537,0.0001605091,0.00003839996],"domain_scores_gemma":[0.9995535,0.0002110894,0.00002681823,0.00008515911,0.00009177998,0.00003167896],"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":[0.000003852684,0.000005233123,0.0000153355,0.00001655318,0.000001467609,0.00001105119,0.00005561174,0.0002175082,0.00009019535,0.99309,0.003262963,0.003230366],"study_design_scores_gemma":[9.426922e-7,0.000002380826,0.00002805223,0.000005268179,6.254187e-7,0.00001848747,0.000008727183,0.0002895583,0.00002713328,0.9938554,0.005761991,0.000001359079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01136463,0.007346335,0.03369663,0.004375994,0.00082003,0.00001790709,0.00008730559,0.0001981043,0.942093],"genre_scores_gemma":[0.6469081,0.009911374,0.01624575,0.00228208,0.004595538,0.0001570558,0.0003870806,0.0004318504,0.3190812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008259993,"threshold_uncertainty_score":0.02763242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007759406569742479,"score_gpt":0.2163932487992623,"score_spread":0.2086338422295198,"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."}}