{"id":"W333395213","doi":"10.1103/physrevlett.116.015503","title":"Symmetric Satellite Swarms and Choreographic Crystals","year":2016,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Government of Canada","keywords":"Choreography; Construct (python library); Symmetry (geometry); Theoretical physics; Degree (music); Satellite; Natural (archaeology); Physics; Computer science; Order (exchange); Dance; Geometry; Mathematics; Astronomy; Geology; Acoustics","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":[0.00007738123,0.0001602144,0.0002771628,0.00003306557,0.0000469571,0.00002199222,0.0001168421,0.000004029293,0.0000726198],"category_scores_gemma":[0.000008769849,0.00009370732,0.0001724852,0.0003117127,0.000157039,0.0001117912,0.0000537281,0.00007589377,0.0001412529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006563588,"about_ca_system_score_gemma":0.000006456249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003613701,"about_ca_topic_score_gemma":1.622931e-8,"domain_scores_codex":[0.9991256,0.00005562884,0.0001659398,0.0002542407,0.0001791524,0.0002194506],"domain_scores_gemma":[0.999337,0.0002844078,0.00006556319,0.0001619409,0.00002904612,0.0001221024],"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":[0.000004977283,0.0001126139,0.003327657,0.0001579211,0.00006837791,0.000001085756,0.00001727944,0.000002040169,0.007029022,0.6860502,0.0006024754,0.3026263],"study_design_scores_gemma":[0.0009489346,0.0001048646,0.02495149,0.002323505,0.0002674674,0.000002092277,0.000008328846,0.0001327561,0.001354673,0.928922,0.04005219,0.0009316776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536837,0.006734244,0.0148438,0.01967479,0.00009210793,0.0004564063,0.00004207871,0.00007434537,0.00439846],"genre_scores_gemma":[0.9949059,0.0009532389,0.00007440913,0.00364167,0.0003582,0.00002975608,0.000006882563,0.00001427056,0.00001560931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3016947,"threshold_uncertainty_score":0.3821273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007204662978732681,"score_gpt":0.2476831035874243,"score_spread":0.2404784406086916,"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."}}