{"id":"W1488609629","doi":"10.3968/j.sms.1923845220120402.2003","title":"Analytical and Numerical Investigation of Soliton Solutions of Coupled Equations in Quadratic Media: A Novel Approach","year":2012,"lang":"en","type":"article","venue":"Studies in mathematical sciences","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soliton; Quadratic equation; Equations of motion; Motion (physics); Variational method; Mathematics; Physics; Variational analysis; Classical mechanics; Mathematical analysis; Nonlinear system; Quantum mechanics; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005066526,0.0004312531,0.0003379486,0.0006005598,0.000401087,0.0004836669,0.0007713825,0.0007245094,0.001394056],"category_scores_gemma":[0.001286023,0.0002545951,0.0003993088,0.0003847012,0.0007755192,0.0007471762,0.0007755932,0.0005804844,0.000188645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003710068,"about_ca_system_score_gemma":0.0006418212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869209,"about_ca_topic_score_gemma":0.001707511,"domain_scores_codex":[0.9998527,0.00006225757,0.000005369992,0.00001088157,0.00005255263,0.00001625542],"domain_scores_gemma":[0.9996724,0.0001704651,0.0000318433,0.00002671507,0.00007608617,0.00002253354],"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":[0.00006826354,0.0001906082,0.001552066,0.0003217633,0.0000589057,0.0004005175,0.0003644571,0.6013986,0.03255489,0.3386247,0.001092587,0.02337267],"study_design_scores_gemma":[0.00000563236,0.00001213071,0.000067763,0.000003307739,0.00000176233,0.00002776742,0.00001291633,0.9936865,0.0004561435,0.005247292,0.0004746113,0.000004125165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1327145,0.0007204636,0.8477572,0.0005490491,0.00009131626,0.00009081636,0.00005834005,0.0001300671,0.01788817],"genre_scores_gemma":[0.6859624,0.0006635851,0.3023728,0.000107239,0.0001019548,0.0002234466,0.00006520974,0.00008205666,0.01042131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001869209,"threshold_uncertainty_score":0.004663587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1650397674145923,"score_gpt":0.3679315403609913,"score_spread":0.202891772946399,"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."}}