{"id":"W2029897854","doi":"10.48550/arxiv.1211.5657","title":"On compound vortices in a two-component Ginzburg-Landau functional","year":2012,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Equivariant map; Vortex; Scalar (mathematics); Degree (music); Mathematics; Boundary value problem; Mathematical analysis; Dirichlet boundary condition; Mathematical physics; Physics; Pure mathematics; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003684925,0.0004707092,0.0006548079,0.0002483048,0.00009983368,0.00003926643,0.0005029252,0.0001939293,0.0002462172],"category_scores_gemma":[0.0001166606,0.0004976597,0.0002420322,0.0002853779,0.0001548927,0.0002268297,0.0007128142,0.0010205,0.0002729602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004807296,"about_ca_system_score_gemma":0.00008315132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006099874,"about_ca_topic_score_gemma":0.00006327852,"domain_scores_codex":[0.9979328,0.0001380618,0.0004112741,0.0007829005,0.0002055033,0.0005294807],"domain_scores_gemma":[0.997254,0.001110859,0.0004242427,0.000907372,0.00009787122,0.0002056517],"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":[0.0001342841,0.0009403694,0.0004430983,0.0004467672,0.0001086711,0.00009098432,0.0001988006,0.08494221,0.00009659673,0.9122282,0.0003074856,0.00006249106],"study_design_scores_gemma":[0.001087101,0.00002592368,0.0002679656,0.0003772476,0.0001328017,0.000003439699,0.00006053069,0.02658251,0.00008503635,0.9707512,0.0001221766,0.0005040587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7779076,0.00003293859,0.2045173,0.00007574665,0.0005623095,0.0007365592,0.0000319549,0.0002226623,0.0159129],"genre_scores_gemma":[0.9965556,0.00001936659,0.002245715,0.00007186422,0.0001475487,0.000006056139,0.00003537995,0.00006035326,0.0008581328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.218648,"threshold_uncertainty_score":0.9997475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1686696544267204,"score_gpt":0.2563794433218761,"score_spread":0.08770978889515571,"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."}}