{"id":"W4388348158","doi":"10.1016/j.cnsns.2023.107660","title":"Normalized fractional gradient flow for nonlinear Schrödinger/Gross–Pitaevskii equations","year":2023,"lang":"en","type":"article","venue":"Communications in Nonlinear Science and Numerical Simulation","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Carleton University","funders":"","keywords":"Balanced flow; Convergence (economics); Mathematics; Flow (mathematics); Nonlinear system; Type (biology); Applied mathematics; Mathematical analysis; Schrödinger's cat; Mathematical physics; Physics; Geometry; Quantum mechanics; Geology","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":[0.0006678932,0.0006142369,0.0008486899,0.001263011,0.0009750457,0.001790932,0.000921726,0.001246724,0.0036586],"category_scores_gemma":[0.002601063,0.0002468478,0.0005629889,0.0007325439,0.002136164,0.002645651,0.001528859,0.001130821,0.0003451185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002081196,"about_ca_system_score_gemma":0.001332556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003733329,"about_ca_topic_score_gemma":0.001796902,"domain_scores_codex":[0.999805,0.00007296767,0.00001010756,0.00002111304,0.00006082216,0.0000300382],"domain_scores_gemma":[0.9996365,0.00008499044,0.00005910315,0.0000322058,0.00008771166,0.00009950367],"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":[0.00004543922,0.00002207227,0.0001194706,0.0000477541,0.00001154397,0.00006035901,0.00006260138,0.02733148,0.001955482,0.9658553,0.001049601,0.003438858],"study_design_scores_gemma":[0.0000198422,0.00001545516,0.0002745449,0.00001305617,0.000006157059,0.00006486462,0.00003376077,0.4211881,0.0007595757,0.5757192,0.001878951,0.00002643606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4130101,0.00365295,0.4608962,0.005488702,0.001795873,0.0001546739,0.0004217798,0.0007001439,0.1138796],"genre_scores_gemma":[0.9169972,0.00135877,0.04675813,0.0005100427,0.0005579524,0.0001088103,0.0002640456,0.0002975094,0.03314745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003733329,"threshold_uncertainty_score":0.01510024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1564805050081712,"score_gpt":0.4294680599763399,"score_spread":0.2729875549681687,"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."}}