{"id":"W2074829746","doi":"10.1016/j.aim.2005.05.017","title":"Effective dynamics of magnetic vortices","year":2005,"lang":"en","type":"article","venue":"Advances in Mathematics","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Vortex; Dissipative system; Mathematics; Hamiltonian (control theory); Classical mechanics; Dynamics (music); Hamiltonian system; Motion (physics); Mathematical physics; Physics; Mechanics; Quantum mechanics; Mathematical optimization","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":[0.0006079426,0.0006387146,0.0008035015,0.00203764,0.001420066,0.002716365,0.001245982,0.001251039,0.006219476],"category_scores_gemma":[0.001744067,0.0003261567,0.0004739693,0.000703794,0.002354013,0.003993695,0.001626602,0.001581982,0.0005686724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0015179,"about_ca_system_score_gemma":0.0006916677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008441319,"about_ca_topic_score_gemma":0.0008410873,"domain_scores_codex":[0.9997033,0.00008187681,0.00001053209,0.00003144962,0.0001073989,0.0000654317],"domain_scores_gemma":[0.9995509,0.00006448705,0.00005802327,0.00004254427,0.0001334225,0.0001505737],"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":[0.00001141695,0.000009371878,0.00003333162,0.0000107039,0.000002869892,0.00001953871,0.00004304557,0.0009184171,0.0005266617,0.9968369,0.0005558318,0.001031961],"study_design_scores_gemma":[0.00002310561,0.00001332246,0.0001251475,0.000008830496,0.000003023559,0.00004298761,0.00004244604,0.01595065,0.00018497,0.981655,0.001941262,0.000009309516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5012018,0.005142395,0.1610966,0.00915801,0.002745114,0.0001106415,0.0002932558,0.0004260674,0.3198262],"genre_scores_gemma":[0.9463338,0.00121126,0.01131615,0.0006132385,0.00124526,0.00009604527,0.0001733401,0.0001157428,0.03889517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006219476,"threshold_uncertainty_score":0.02080619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076318763092111,"score_gpt":0.3195239884819136,"score_spread":0.3087608008509925,"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."}}