{"id":"W4366832516","doi":"10.3847/psj/acc9a9","title":"ASSIST: An Ephemeris-quality Test-particle Integrator","year":2023,"lang":"en","type":"article","venue":"The Planetary Science Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"National Aeronautics and Space Administration","keywords":"Ephemeris; Integrator; Orbit determination; Computer science; Orbit (dynamics); Gravitational field; Celestial mechanics; Planet; Aerospace engineering; Physics; Astronomy; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00263674,0.00139976,0.0009881048,0.001512041,0.0005347505,0.001946742,0.003126492,0.0008430347,0.04775806],"category_scores_gemma":[0.01215048,0.00108347,0.001385268,0.001153637,0.0004246315,0.002258274,0.003474416,0.001488613,0.02090184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006574208,"about_ca_system_score_gemma":0.001222576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004291685,"about_ca_topic_score_gemma":0.004030198,"domain_scores_codex":[0.9987088,0.0002306903,0.0001275174,0.0001632862,0.0006474463,0.0001222398],"domain_scores_gemma":[0.9970121,0.0008865697,0.0001671194,0.0007368804,0.001047069,0.0001502177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001481301,0.0002128509,0.0134508,0.0009253499,0.000472909,0.0005927762,0.0006138464,0.09134173,0.01012422,0.04253738,0.3525954,0.4856514],"study_design_scores_gemma":[0.0005242992,0.0001367817,0.003025647,0.0001494012,0.00009313382,0.0003544731,0.0001358711,0.6792232,0.02023356,0.03170314,0.264223,0.0001975064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.005986104,0.0002225072,0.7774308,0.0001115144,0.0001985485,0.000180857,0.006764188,0.2007292,0.008376205],"genre_scores_gemma":[0.1428812,0.0003026268,0.7298971,0.000304321,0.000127679,0.0006315226,0.0263008,0.08563467,0.01392009],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.04775806,"threshold_uncertainty_score":0.1597667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957169255007296,"score_gpt":0.2976528955615816,"score_spread":0.2680812030115087,"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."}}