{"id":"W4412520214","doi":"10.3847/1538-3881/add685","title":"Predictions of the LSST Solar System Yield: Near-Earth Objects, Main Belt Asteroids, Jupiter Trojans, and Trans-Neptunian Objects","year":2025,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; FAS Division of Science, Harvard University; Science and Technology Facilities Council; Gordon and Betty Moore Foundation; Grantová Agentura České Republiky; U.S. Department of Energy; European Commission; National Science Foundation; University of Washington; Canadian Foundation for AIDS Research; Harvard University; Washington Research Foundation; Department for the Economy; National Aeronautics and Space Administration","keywords":"Asteroid; Physics; Solar System; Astrobiology; Jupiter (rocket family); Astronomy; Near-Earth object; Trans-Neptunian object; Nice model; Planet; Asteroid belt; Formation and evolution of the Solar System; Terrestrial planet; Space exploration; Planetary migration","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003928538,0.0001719925,0.0002369867,0.0000452038,0.000650753,0.0001544631,0.0004908691,0.00004176422,0.0001313482],"category_scores_gemma":[0.000004891203,0.0001020551,0.0001613374,0.0001447521,0.0002885395,0.0001642341,0.00008179426,0.0005843652,0.000007402824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002241773,"about_ca_system_score_gemma":0.0002238013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000093847,"about_ca_topic_score_gemma":0.0000333384,"domain_scores_codex":[0.9987361,0.0001948088,0.0003705276,0.0001840365,0.0001693793,0.0003451447],"domain_scores_gemma":[0.9992548,0.0001408667,0.0001572271,0.0002928268,0.00002739988,0.0001269459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003870192,0.0002897004,0.9084237,0.00007839703,0.0009779771,0.00000351706,0.005872667,0.02228807,0.01126501,0.006994052,0.004599982,0.03881986],"study_design_scores_gemma":[0.001695707,0.0002685321,0.964986,0.0005083866,0.0003257408,0.00006232366,0.009600434,0.01646398,0.001451234,0.0003463672,0.003967841,0.0003234145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968298,0.000121641,0.02675132,0.0008881068,0.0005000833,0.0002438882,0.0001576068,0.00001258855,0.003026801],"genre_scores_gemma":[0.9984225,0.000001787938,0.0006684666,0.00004217639,0.0002790255,0.00000380901,0.000006709713,0.000007671021,0.0005678298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05656229,"threshold_uncertainty_score":0.5005132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004779282002540759,"score_gpt":0.1831725848273188,"score_spread":0.1783933028247781,"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."}}