{"id":"W3157427598","doi":"","title":"Integrable Kondo problems","year":2021,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Integrable system; Affine transformation; Kondo effect; Physics; Theoretical physics; Kondo model; Impurity; Flow (mathematics); Mathematical physics; Pure mathematics; Mathematics; Quantum mechanics; Mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006686921,0.0002676117,0.0005463263,0.000559337,0.001008892,0.00004794563,0.001388808,0.0001999491,0.001119449],"category_scores_gemma":[0.0002766322,0.0003308674,0.0003621973,0.00128912,0.0007914158,0.0005122715,0.001581045,0.0009791245,0.00001351822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002801952,"about_ca_system_score_gemma":0.0006864617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005438011,"about_ca_topic_score_gemma":0.001473572,"domain_scores_codex":[0.9966816,0.000590369,0.0001964938,0.0006748268,0.0009899086,0.0008668085],"domain_scores_gemma":[0.9969234,0.000796697,0.0001760449,0.0008577697,0.0008459754,0.0004000473],"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":[0.0004715609,0.0003608878,0.001996909,0.0002903826,0.00029236,0.0005098007,0.003190882,0.00004021753,0.001157659,0.9759443,0.0129566,0.002788441],"study_design_scores_gemma":[0.002065272,0.0003214419,0.0008172069,0.0001684577,0.00007670451,0.00002571729,0.01697462,0.0005999982,0.0003968842,0.6940255,0.2841617,0.0003664458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7219689,0.0001423128,0.0275002,0.001687636,0.0003366216,0.0008597391,0.0002092039,0.0002096841,0.2470858],"genre_scores_gemma":[0.9313317,0.001327759,0.02538711,0.00002906085,0.000100459,4.206291e-7,0.000101007,0.00005793156,0.04166457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2819188,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04588282578858591,"score_gpt":0.2747925538407375,"score_spread":0.2289097280521516,"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."}}