{"id":"W4381486979","doi":"10.1016/j.apnum.2023.05.022","title":"Computational wavefunction dynamics in photonic graphene with symmetry breaking","year":2023,"lang":"en","type":"article","venue":"Applied Numerical Mathematics","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Carleton University","funders":"University of California, Los Angeles; University of California, Santa Barbara; National Science Foundation; Natural Sciences and Engineering Research Council of Canada; Institute for Pure and Applied Mathematics","keywords":"Wave function; Pseudo-spectral method; Mathematics; Symmetry (geometry); Symmetry breaking; Graphene; Mathematical analysis; Quantum mechanics; Physics; Geometry; Fourier transform","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009009253,0.0001351716,0.000192894,0.0001335565,0.00008821615,0.00004070033,0.00008357991,0.00002931337,0.0001177704],"category_scores_gemma":[0.000002820871,0.0001164643,0.00004924313,0.0007137789,0.00003200184,0.00004532219,0.00003538863,0.0001898011,0.0002112259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006805931,"about_ca_system_score_gemma":0.00002811968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003746807,"about_ca_topic_score_gemma":0.000003092141,"domain_scores_codex":[0.9991655,0.000007434652,0.0002500461,0.00017927,0.000167924,0.0002298417],"domain_scores_gemma":[0.9994925,0.000198121,0.0001022175,0.0001327563,0.00002865142,0.00004576312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001201106,0.0002283839,0.001443912,0.00002515646,0.00005593291,0.000002515286,0.0001905925,0.009687093,0.0001157398,0.9840836,0.0001105568,0.004044487],"study_design_scores_gemma":[0.0003798077,0.00002677552,0.0004965283,0.0000329897,0.00001637768,0.000003087144,0.001522454,0.7782719,0.0001565721,0.2187816,0.0001373201,0.0001746128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6382598,0.000001378418,0.3248467,0.0001450486,0.0000946539,0.0002454576,0.00002092565,0.000110477,0.03627563],"genre_scores_gemma":[0.9876762,5.563057e-7,0.01196164,0.00002853153,0.00004243582,0.00005811233,0.0001249305,0.00002743607,0.00008016397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7685848,"threshold_uncertainty_score":0.4749276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007808517620866468,"score_gpt":0.2365210275708119,"score_spread":0.2287125099499455,"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."}}