{"id":"W2244192166","doi":"10.1088/1674-1056/21/5/050512","title":"Nonautonomous bright solitons and soliton collisions in a nonlinear medium with an external potential","year":2012,"lang":"en","type":"article","venue":"Chinese Physics B","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Soliton; Nonlinear system; Pulse (music); Nonlinear Schrödinger equation; Dispersion (optics); Transverse plane; Stability (learning theory); Classical mechanics; Space (punctuation); Constraint (computer-aided design); Quantum electrodynamics; Quantum mechanics; Mathematics; Geometry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001712052,0.0002910821,0.0003562612,0.0000565934,0.0001268759,0.00007363048,0.0001927588,0.00004859267,0.00004934041],"category_scores_gemma":[0.000002911598,0.0002166593,0.00006987841,0.0002324164,0.0001016851,0.0005281499,0.00009696846,0.0002616151,0.00003242664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003576338,"about_ca_system_score_gemma":0.00014012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009517081,"about_ca_topic_score_gemma":0.00003373273,"domain_scores_codex":[0.9985918,0.00006656911,0.0002738763,0.0003192843,0.0002364851,0.000512019],"domain_scores_gemma":[0.9990894,0.00004770118,0.0001182185,0.0003907874,0.00005897837,0.0002948821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001570557,0.002344049,0.969519,0.00004906614,0.0001324958,0.00002354574,0.004123014,0.0005456369,0.008827435,0.004787217,0.000032443,0.00945907],"study_design_scores_gemma":[0.01271983,0.0007096918,0.7459544,0.0005324659,0.0002943282,0.0002661443,0.002331606,0.1786543,0.02685521,0.02385311,0.004396495,0.003432422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936649,0.00007969367,0.003112956,0.00005023628,0.0003637801,0.0003198235,0.0001149725,0.00003662623,0.002257047],"genre_scores_gemma":[0.9908387,0.000001407954,0.003053756,0.00002358194,0.005762362,0.00004644922,0.00009557992,0.00005127396,0.0001269055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2235646,"threshold_uncertainty_score":0.8835108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006823563705750602,"score_gpt":0.2555661057952957,"score_spread":0.248742542089545,"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."}}