{"id":"W3204091113","doi":"10.21468/scipostphyscodeb.5","title":"The SpinParser software for pseudofermion functional renormalization group calculations on quantum magnets","year":2022,"lang":"en","type":"article","venue":"SciPost Physics Codebases","topic":"Physics of Superconductivity and Magnetism","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Deutsche Forschungsgemeinschaft","keywords":"Software; Homogeneous space; Computer science; Lattice (music); Quantum; Magnet; Renormalization group; Computational science; Code (set theory); Renormalization; Theoretical computer science; Physics; Theoretical physics; Quantum mechanics; Mathematics; Programming language; Set (abstract data type); Geometry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001808024,0.0002054194,0.0001572339,0.00003816482,0.002585459,0.00009966629,0.0002260372,0.00001994952,0.0002757116],"category_scores_gemma":[0.00001740616,0.00018469,0.0001739622,0.0003174629,0.0001055585,0.0007415602,0.000142043,0.0002111839,0.00002493703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005259495,"about_ca_system_score_gemma":0.0001087223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001302159,"about_ca_topic_score_gemma":0.00001208582,"domain_scores_codex":[0.9986247,0.00009352255,0.0002137842,0.0003522171,0.0003783882,0.0003373832],"domain_scores_gemma":[0.9989542,0.0003564803,0.0001155815,0.0003602788,0.0001458998,0.00006752051],"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":[0.0001236471,0.000555789,0.0004592613,0.00001058871,0.00005995728,5.063497e-7,0.0001183206,0.01351098,0.002628181,0.9433451,0.009376511,0.02981114],"study_design_scores_gemma":[0.001986551,0.001054817,0.003120538,0.00003441254,0.0001629917,0.000003305883,0.000842121,0.02809394,0.002802738,0.8529757,0.108017,0.0009058372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5148376,0.0002781068,0.4674858,0.003225045,0.003857854,0.002503117,0.003091762,0.0003725205,0.004348279],"genre_scores_gemma":[0.9956155,0.000003100558,0.0002338283,0.0002420467,0.0007374611,0.000669611,0.001632927,0.00004087474,0.0008246115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.480778,"threshold_uncertainty_score":0.998713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03198190055351111,"score_gpt":0.2525015460709431,"score_spread":0.220519645517432,"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."}}