{"id":"W2966999974","doi":"10.1093/mnras/stz2870","title":"REBOUNDx: a library for adding conservative and dissipative forces to otherwise symplectic N-body integrations","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"University of Toronto Scarborough; Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration","keywords":"Symplectic geometry; Physics; Dissipative system; Symplectic integrator; Classical mechanics; Homogeneous space; Exploit; Theoretical physics; Moment map; Pure mathematics; Computer science; Quantum mechanics","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":[0.000102217,0.0001447811,0.0002188949,0.00001122461,0.0001854372,0.00007280093,0.0002658288,0.00003006484,0.0001867208],"category_scores_gemma":[0.00001094976,0.0001001881,0.0001895765,0.00008508741,0.0001396865,0.0002309339,0.000129408,0.0001201443,0.000008019601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001607432,"about_ca_system_score_gemma":0.00006087533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002610241,"about_ca_topic_score_gemma":0.00001492846,"domain_scores_codex":[0.9991835,0.0000401521,0.0002050558,0.000254123,0.00008634245,0.0002307979],"domain_scores_gemma":[0.9991404,0.0004233029,0.0001504627,0.0001682627,0.00002519608,0.00009240413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001251002,0.00008545555,0.8224005,0.00002948575,0.0001982683,1.954803e-8,0.003321092,0.1639668,0.0001917925,0.004882515,0.002644973,0.002154018],"study_design_scores_gemma":[0.0006222129,0.0002950542,0.2795461,0.00009331272,0.00007664553,7.535685e-9,0.004117557,0.7103149,0.0008991518,0.0003150197,0.003460947,0.0002591181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957541,0.0000174999,0.00096296,0.0005410666,0.0001007705,0.0005915803,0.00060727,0.00001311309,0.001411626],"genre_scores_gemma":[0.9885664,1.662903e-8,0.01016832,0.00008738432,0.00008504977,0.00003204226,0.00004446919,0.00001127288,0.001005043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5463481,"threshold_uncertainty_score":0.4085553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007055052638769195,"score_gpt":0.2117524884003584,"score_spread":0.2046974357615892,"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."}}