{"id":"W4404774388","doi":"10.1111/sapm.12789","title":"Stability of Standing Periodic Waves in the Massive Thirring Model","year":2024,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Thirring model; Stability (learning theory); Physics; Mathematical analysis; Mathematical physics; Mathematics; Computer science; Quantum mechanics; Fermion","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":[],"consensus_categories":[],"category_scores_codex":[0.0006704188,0.0001261735,0.0003126072,0.00005627584,0.00004083234,0.00002456537,0.0001653115,0.00002054493,0.00001536092],"category_scores_gemma":[0.0000162107,0.00008359613,0.00005104244,0.0002178217,0.0001331829,0.0000270295,0.0001086655,0.0001758533,0.000004657107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007691079,"about_ca_system_score_gemma":0.00004751821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001155103,"about_ca_topic_score_gemma":0.00001367592,"domain_scores_codex":[0.9990511,0.00001879214,0.0004044318,0.0001641207,0.0001877493,0.0001738313],"domain_scores_gemma":[0.9992437,0.0004024184,0.00007230903,0.000254071,0.00001740421,0.00001007981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008313003,0.0002575752,0.001623177,0.00279466,0.0002054546,0.000004869371,0.2319596,0.001804444,0.002317959,0.7569029,0.00009635123,0.002024684],"study_design_scores_gemma":[0.0003840499,0.00001637691,0.00002148942,0.0008799392,0.00004429816,8.475114e-7,0.5044953,0.2072359,0.005070308,0.2815183,0.00009704695,0.0002362314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.876199,0.001103021,0.008571575,0.00007620054,0.0001968135,0.001135501,0.00006080111,0.00003886292,0.1126182],"genre_scores_gemma":[0.9925371,0.00001327844,0.007209615,0.000003888926,0.00007849083,0.0001283801,0.000001459126,0.00001374243,0.00001404986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4753846,"threshold_uncertainty_score":0.3408951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06921152134365183,"score_gpt":0.3343837659204144,"score_spread":0.2651722445767626,"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."}}