{"id":"W4396986669","doi":"10.48550/arxiv.2405.08862","title":"Application of positivity bounds in asymptotically safe gravity","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Périmètre de physique théorique; Deutsche Forschungsgemeinschaft; Government of Canada; Ministry of Colleges and Universities; Villum Fonden","keywords":"Mathematics; Applied mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003947271,0.0001958319,0.0002918179,0.0001812522,0.00004978337,0.00003866535,0.0003785539,0.0002023191,0.00006866554],"category_scores_gemma":[0.00001561488,0.0002148906,0.0001441791,0.000455749,0.0001150843,0.00007049049,0.0001662097,0.0005294417,0.0002010311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002901729,"about_ca_system_score_gemma":0.0001417792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037596,"about_ca_topic_score_gemma":0.006773913,"domain_scores_codex":[0.998717,0.0001074529,0.0001920529,0.0006120309,0.0001354245,0.0002359992],"domain_scores_gemma":[0.9992055,0.00006201259,0.000126596,0.0004184127,0.00008471773,0.0001027552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009026374,0.0001420262,0.8628202,0.0003347379,0.00008398225,0.00008454109,0.00009320765,0.1079845,0.0001431939,0.02274466,0.00003236772,0.00544635],"study_design_scores_gemma":[0.000164741,0.00004251361,0.6409881,0.00007847967,0.00006703877,6.711059e-7,0.0000180616,0.0957357,0.0000598612,0.2625706,0.0000624438,0.0002117625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886599,0.00007241534,0.002528034,0.00005764117,0.0002750507,0.000277143,0.0002230643,0.00002875997,0.007877978],"genre_scores_gemma":[0.9994661,0.00002799789,0.00006814853,0.00002123323,0.0000372488,1.850584e-7,0.0001671051,0.00000447117,0.0002075698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2398259,"threshold_uncertainty_score":0.996214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738330914906954,"score_gpt":0.1753583185217664,"score_spread":0.1379750093726969,"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."}}