{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002250011,0.000174028,0.0002939213,0.0005119762,0.00118481,0.001040656,0.0003599697,0.0004752611,0.00293062],"category_scores_gemma":[0.001067201,0.0001700385,0.0002448425,0.0003246546,0.002867923,0.001528805,0.001018812,0.0005958976,0.0002591703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005859084,"about_ca_system_score_gemma":0.000448152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590559,"about_ca_topic_score_gemma":0.001395539,"domain_scores_codex":[0.9997503,0.00007515182,0.00001247457,0.00005497218,0.00006045412,0.00004667329],"domain_scores_gemma":[0.9993728,0.0001459686,0.0001380368,0.0001544296,0.00007071962,0.0001180089],"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":[0.0000257277,0.00001069198,0.0009452592,0.00004121682,0.000005828259,0.0001032116,0.0002659523,0.004591566,0.002836305,0.985642,0.0008960402,0.00463626],"study_design_scores_gemma":[0.00003491308,0.00005443622,0.002249158,0.00003873004,0.000008170414,0.0003610215,0.0006123537,0.05502331,0.004667792,0.9141617,0.02274928,0.00003907466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6825547,0.001976915,0.1773762,0.001616103,0.0002711577,0.0001412132,0.0003885937,0.000385449,0.1352896],"genre_scores_gemma":[0.9691685,0.0004267404,0.02508464,0.0001162181,0.00006570014,0.00006907836,0.0001862364,0.00003418528,0.004848782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00293062,"threshold_uncertainty_score":0.009803891,"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."}}