{"id":"W2015983095","doi":"10.1007/s00332-009-9039-0","title":"Dynamic Stability and Instability of Pinned Fundamental Vortices","year":2009,"lang":"en","type":"article","venue":"Journal of Nonlinear Science","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; University of British Columbia","funders":"","keywords":"Instability; Vortex; Dissipative system; Degenerate energy levels; Maxima and minima; Physics; Hamiltonian (control theory); Classical mechanics; Stability (learning theory); Mathematics; Mathematical analysis; Quantum mechanics; Mechanics","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":[0.0001821385,0.0002921991,0.0003496342,0.0009012655,0.0008091019,0.001588049,0.0005319179,0.0005099635,0.002200229],"category_scores_gemma":[0.001610098,0.0002209632,0.0001798547,0.0002952649,0.001254525,0.001354499,0.00133191,0.0005635139,0.0001476243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492906,"about_ca_system_score_gemma":0.0002895272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004857231,"about_ca_topic_score_gemma":0.0001841879,"domain_scores_codex":[0.9998921,0.00001489209,0.000004899503,0.00002462616,0.00003193525,0.00003154065],"domain_scores_gemma":[0.999723,0.00005954828,0.00007404884,0.00002735082,0.00006058903,0.00005556913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006796969,0.0001435312,0.00313922,0.0001011776,0.00005025648,0.0007725394,0.0006928972,0.08717632,0.06304232,0.8174878,0.001756109,0.02495812],"study_design_scores_gemma":[0.00009076203,0.000186798,0.002662134,0.00002546321,0.00001877659,0.0004675665,0.00046209,0.5913061,0.01156022,0.3912025,0.001947644,0.00006983639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619789,0.0004430875,0.02301837,0.0003691985,0.0001654906,0.00002246333,0.00004958439,0.00004896345,0.01390396],"genre_scores_gemma":[0.9978878,0.00007215453,0.0006884561,0.00001782225,0.00002392652,0.000007005629,0.00001675806,0.000004829831,0.001281249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002200229,"threshold_uncertainty_score":0.007360458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233821840748847,"score_gpt":0.3591153243493831,"score_spread":0.3167771059418947,"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."}}