{"id":"W4412120828","doi":"10.5194/epsc-dps2025-418","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":"preprint","venue":"","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"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; Solar System; Astrobiology; Trans-Neptunian object; Jupiter (rocket family); Near-Earth object; Asteroid belt; Astronomy; Planet; Geology; Physics; Spacecraft","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":[0.0006615865,0.000423393,0.0002570525,0.0004982805,0.000431482,0.0008656622,0.0008048479,0.0007181037,0.002895489],"category_scores_gemma":[0.004119103,0.0002926803,0.0005329931,0.0007459,0.0003007101,0.001017821,0.0004564493,0.0004624887,0.0007168275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044598,"about_ca_system_score_gemma":0.0006221733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03219825,"about_ca_topic_score_gemma":0.02251374,"domain_scores_codex":[0.9998592,0.00003193371,0.000005074222,0.00004711272,0.00002618145,0.00003033138],"domain_scores_gemma":[0.9990176,0.0004124647,0.00009723803,0.000101741,0.0002215504,0.0001494429],"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":[0.00009866751,0.00004885039,0.1458039,0.00003994535,0.00005328432,0.0000911899,0.00009479518,0.8333891,0.0007931383,0.007056724,0.006662472,0.005867987],"study_design_scores_gemma":[0.00006564208,0.0000438663,0.04444045,0.00002445722,0.00002698962,0.00005639274,0.0001378739,0.9457294,0.0006683422,0.00595462,0.00283011,0.00002171262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626381,0.0002010313,0.01193863,0.0008940723,0.00005623752,0.00003650073,0.009101812,0.0006188987,0.01451482],"genre_scores_gemma":[0.9883617,0.00009369816,0.002512424,0.000124718,0.00001103565,0.00004814951,0.007214613,0.00007557966,0.001558085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03219825,"threshold_uncertainty_score":0.06402165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007739667762753891,"score_gpt":0.1928967860985145,"score_spread":0.1851571183357606,"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."}}