{"id":"W2060834462","doi":"10.1098/rspa.2014.0048","title":"A tale of two distributions: from few to many vortices in quasi-two-dimensional Bose–Einstein condensates","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Cold Atom Physics and Bose-Einstein Condensates","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vortex; Bose–Einstein condensate; Physics; Limit (mathematics); Symmetry breaking; Classical mechanics; Quantum mechanics; Mathematics; Mathematical analysis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024111,0.0001599203,0.0003396619,0.00001731526,0.0001124587,0.00006151792,0.000287904,0.00002040029,0.00001495297],"category_scores_gemma":[0.00004504975,0.0001069304,0.0001742568,0.000314849,0.0002634535,0.0001165655,0.0002149884,0.0001250333,0.000002921436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001106583,"about_ca_system_score_gemma":0.00001481178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001577753,"about_ca_topic_score_gemma":6.797895e-7,"domain_scores_codex":[0.9989385,0.000005065541,0.0002658735,0.0002489767,0.0003035152,0.0002380916],"domain_scores_gemma":[0.9993918,0.0002846406,0.0001088359,0.00007245318,0.00006053089,0.00008171696],"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":[0.000008846009,0.0007104387,0.01158126,0.000257364,0.00009509426,5.711006e-8,0.001823546,0.006469055,0.1618949,0.8155974,0.00007966025,0.001482342],"study_design_scores_gemma":[0.0004375585,0.000100889,0.004596318,0.0004123504,0.00004656708,1.585192e-7,0.0003258583,0.6656078,0.05599421,0.2722311,0.00001532166,0.0002318452],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985312,0.00002225956,0.0005862546,0.0002631428,0.00002921296,0.0001419726,0.00002216815,0.00001511832,0.0003886994],"genre_scores_gemma":[0.9973918,1.495158e-7,0.002430215,0.0000167742,0.0001086454,0.00001810556,9.915217e-7,0.000007122205,0.00002623864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6591387,"threshold_uncertainty_score":0.4360497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007319592304836938,"score_gpt":0.230111380565635,"score_spread":0.2227917882607981,"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."}}