{"id":"W4400558159","doi":"10.1364/opticaopen.26240018.v1","title":"Dynamic of Time-Independent and Time-Dependent Asymmetric Gross-Pitaevskii Equation Around Exceptional Point","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Strong Light-Matter Interactions","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Gross–Pitaevskii equation; Point (geometry); Physics; Mathematics; Quantum mechanics; Geometry; Bose–Einstein condensate","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000270975,0.0002676213,0.0003382855,0.0002858194,0.0004727868,0.0007183279,0.0005397247,0.0007791214,0.001854249],"category_scores_gemma":[0.0009287949,0.0002174121,0.0003428766,0.0001570303,0.001437588,0.0008751316,0.0008708009,0.0006194944,0.0001663653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941046,"about_ca_system_score_gemma":0.0004576334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156547,"about_ca_topic_score_gemma":0.0005981825,"domain_scores_codex":[0.9998405,0.0000383646,0.00000599378,0.00003129042,0.00004643122,0.00003733284],"domain_scores_gemma":[0.9997039,0.0001023994,0.00007153491,0.00003232916,0.00003717147,0.00005256611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003188699,0.0001118519,0.006854195,0.0001911135,0.0000982092,0.001985886,0.0009673535,0.5858974,0.1619139,0.2308704,0.001647488,0.009143377],"study_design_scores_gemma":[0.00001428329,0.00003447568,0.001190173,0.00000702473,0.000007090116,0.0001030752,0.00007351419,0.9777083,0.004284835,0.01616598,0.000388403,0.00002288063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144633,0.0001872649,0.07208005,0.0004353933,0.00005410806,0.00003838029,0.00007602524,0.0001569192,0.01250866],"genre_scores_gemma":[0.994023,0.00006565823,0.004311203,0.00003713159,0.000006668842,0.0000297417,0.00002911958,0.00002805386,0.001469426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001854249,"threshold_uncertainty_score":0.006203055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148941475383449,"score_gpt":0.2703763058648138,"score_spread":0.2588868911109793,"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."}}