{"id":"W2118637339","doi":"10.1007/s00033-007-6120-0","title":"Dark solitons in external potentials","year":2007,"lang":"de","type":"article","venue":"Zeitschrift für angewandte Mathematik und Physik","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Eigenvalues and eigenvectors; Soliton; Instability; Monotonic function; Nonlinear system; Stability (learning theory)","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":[0.0007268612,0.0009964524,0.0009637154,0.001929395,0.001928166,0.003876471,0.001234664,0.001754159,0.008711912],"category_scores_gemma":[0.002895755,0.0007011005,0.0005730469,0.001085744,0.003717354,0.002855106,0.003461384,0.002828189,0.00106672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007249788,"about_ca_system_score_gemma":0.0004786138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004284976,"about_ca_topic_score_gemma":0.0003821684,"domain_scores_codex":[0.9997745,0.00007041707,0.00001120764,0.00002892547,0.00005128837,0.0000637293],"domain_scores_gemma":[0.9989023,0.0002362567,0.000135909,0.0001285518,0.000112735,0.0004841799],"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":[0.0001533736,0.00005368893,0.0003003489,0.00005664632,0.00001919224,0.0004362783,0.0003111518,0.003504993,0.006687911,0.9851053,0.001189308,0.002181758],"study_design_scores_gemma":[0.0001230817,0.00004885274,0.0005556244,0.00002750979,0.00001603587,0.0003904358,0.0003219692,0.0436758,0.001716373,0.951247,0.001829086,0.00004818621],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8341648,0.001262711,0.04936485,0.002956296,0.001049607,0.0001116926,0.0001942534,0.0006884162,0.1102073],"genre_scores_gemma":[0.9527386,0.0004291403,0.005512502,0.0004124122,0.0003607715,0.0001038093,0.0001420474,0.0002867229,0.04001406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008711912,"threshold_uncertainty_score":0.02914423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448683481830052,"score_gpt":0.311957449222063,"score_spread":0.2974706144037625,"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."}}