{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007680126,0.0003476456,0.0002908194,0.0004997608,0.0004413206,0.0008071016,0.0008394019,0.0007890904,0.002614817],"category_scores_gemma":[0.004715475,0.0003449092,0.0005896841,0.0006167499,0.0003659957,0.0009047067,0.0004849697,0.0004056875,0.0005220347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322758,"about_ca_system_score_gemma":0.0006206429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03919602,"about_ca_topic_score_gemma":0.02245781,"domain_scores_codex":[0.9998685,0.00003726136,0.000004406004,0.00003952864,0.00002147537,0.00002879483],"domain_scores_gemma":[0.9987409,0.0006313334,0.0001154278,0.0001082829,0.0002078119,0.0001964018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005425225,0.000029945,0.09202429,0.00001385964,0.00003275331,0.0000495261,0.00004228237,0.9001627,0.0003544729,0.002815991,0.002036322,0.002383617],"study_design_scores_gemma":[0.00004108611,0.00002222148,0.02237617,0.00001051312,0.00001446517,0.00002053419,0.00005730873,0.9742151,0.0002766887,0.002195644,0.0007572111,0.00001310748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799784,0.0001159511,0.007823715,0.0006693248,0.00002780229,0.00002619354,0.003645777,0.0003146811,0.007398125],"genre_scores_gemma":[0.9950793,0.00004731471,0.001635827,0.00007837857,0.000006938637,0.00003025688,0.002300409,0.00004410889,0.0007774594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03919602,"threshold_uncertainty_score":0.07793576,"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."}}