{"id":"W4386494456","doi":"10.48550/arxiv.2309.00684","title":"Scattered Disk Dynamics: The Mapping Approach","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Orbit (dynamics); Chaotic; Celestial mechanics; Classical mechanics; Dynamics (music); Circular orbit; Planet; Orbital eccentricity; Motion (physics); Mean motion; Symplectic geometry; Solar System; Astrophysics; Geometry; Mathematics; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001616736,0.000396948,0.0002577347,0.0005062961,0.0003619613,0.000661681,0.0006337796,0.0004092519,0.003167296],"category_scores_gemma":[0.0009454736,0.000154007,0.0003334866,0.0002699008,0.0004617126,0.00122811,0.0008148538,0.0004323161,0.0004193941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004502117,"about_ca_system_score_gemma":0.0002734176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044526,"about_ca_topic_score_gemma":0.0005096641,"domain_scores_codex":[0.9999423,0.00001821732,0.000002468111,0.0000114322,0.00001777682,0.000007746931],"domain_scores_gemma":[0.9998085,0.00005454953,0.00003461987,0.00003412535,0.00003730905,0.00003096638],"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":[0.00002444434,0.00002752802,0.001904532,0.00005744751,0.00002428943,0.000402612,0.0002871576,0.2287251,0.004719601,0.7430137,0.001360789,0.01945285],"study_design_scores_gemma":[0.000003991703,0.0000139599,0.0003359204,0.000007137505,0.000002098893,0.0001094171,0.00004001439,0.8848347,0.0002844147,0.112704,0.001657905,0.000006335081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2227045,0.001172984,0.7377104,0.001034027,0.0001201096,0.00004908561,0.0001928453,0.0001438925,0.03687203],"genre_scores_gemma":[0.9506896,0.0007080907,0.03694776,0.00006975899,0.0000845817,0.00005393303,0.00007700518,0.00006741153,0.01130195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003167296,"threshold_uncertainty_score":0.01059568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08579233558223583,"score_gpt":0.16493235621961,"score_spread":0.07914002063737414,"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."}}