{"id":"W2981805548","doi":"10.1088/1361-6544/ab9248","title":"Vortex lattice solutions of the ZHK Chern–Simons equations","year":2020,"lang":"en","type":"preprint","venue":"Nonlinearity","topic":"Physics of Superconductivity and Magnetism","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vortex; Lattice (music); Chern–Simons theory; Hexagonal lattice; Physics; Mathematical physics; Condensed matter physics; Superconductivity; Empty lattice approximation; Lattice field theory; Hexagonal crystal system; Lattice model (finance); Particle in a one-dimensional lattice; Mathematics; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001498189,0.0002257136,0.0003391835,0.00002538262,0.0002427822,0.00004610425,0.0005868291,0.0001394196,0.0003025302],"category_scores_gemma":[0.00005329871,0.0002020179,0.0003920984,0.0001747396,0.0002149179,0.0002453814,0.001265867,0.001193105,0.00004735308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000238735,"about_ca_system_score_gemma":0.0004901442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002866377,"about_ca_topic_score_gemma":0.000129483,"domain_scores_codex":[0.9987351,0.0001059474,0.0003004652,0.0003642008,0.0002511792,0.0002431301],"domain_scores_gemma":[0.9986831,0.0001422646,0.0002029264,0.000728469,0.000153417,0.00008982268],"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":[0.00001285129,0.001969476,0.004731437,0.0002634848,0.0006519716,0.000001036099,0.00175783,0.001722082,0.01124406,0.9662234,0.001442278,0.00998014],"study_design_scores_gemma":[0.0004681625,0.00003161355,0.01128321,0.0001333918,0.0004982839,2.353545e-7,0.0003440874,0.01764616,0.002967578,0.9612939,0.004772793,0.0005606205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7269219,0.0003603015,0.1617225,0.02701789,0.00306028,0.001948351,0.009844286,0.0002127998,0.06891167],"genre_scores_gemma":[0.9966918,0.000003627875,0.001777863,0.00008194278,0.0008466318,0.00004005271,0.0002014237,0.0000215349,0.0003351761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2697698,"threshold_uncertainty_score":0.823805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07679114665878563,"score_gpt":0.2873799504470246,"score_spread":0.210588803788239,"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."}}