{"id":"W4405312191","doi":"10.48550/arxiv.2412.08617","title":"Primitive asymptotics in $ϕ^4$ vector theory","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Colleges and Universities; Institut Périmètre de physique théorique; European Commission; University of Waterloo; Deutsche Forschungsgemeinschaft; University of Oxford; Government of Canada","keywords":"Mathematics; Pure mathematics; Mathematical physics; Physics","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":[0.0006866899,0.0004344833,0.0004101285,0.00202576,0.0008511386,0.001247142,0.0009668345,0.0005751487,0.00428625],"category_scores_gemma":[0.002669538,0.0003032526,0.000499949,0.0005282112,0.002311273,0.002191289,0.0008950369,0.0009927952,0.0004450637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223197,"about_ca_system_score_gemma":0.0005379274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181729,"about_ca_topic_score_gemma":0.001309986,"domain_scores_codex":[0.9996884,0.00008666262,0.000008014787,0.00003558544,0.0001054462,0.00007598934],"domain_scores_gemma":[0.9992555,0.0002427633,0.0001020248,0.0001188718,0.0001369404,0.0001438619],"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":[0.00002326995,0.00001096445,0.0003888411,0.00002443601,0.000003371409,0.00005600162,0.00005953121,0.00728833,0.001278043,0.9872257,0.0004440122,0.003197401],"study_design_scores_gemma":[0.000009181657,0.00001877891,0.0006495483,0.0000112985,0.000003133199,0.00007579283,0.00003543879,0.08100934,0.0009107499,0.9163609,0.0009018403,0.00001410333],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8365711,0.0005524661,0.1037159,0.0008160186,0.0001181912,0.00003178792,0.0001276934,0.0007675449,0.05729919],"genre_scores_gemma":[0.9777273,0.00025518,0.01379693,0.0001222692,0.0000868252,0.00003601333,0.0001247159,0.0001434374,0.007707296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00428625,"threshold_uncertainty_score":0.01433897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0500407307179095,"score_gpt":0.1913607741609523,"score_spread":0.1413200434430428,"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."}}