{"id":"W4412120634","doi":"10.5194/epsc-dps2025-683","title":"2019 UO14: A Transient Trojan of Saturn","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":"Western University","funders":"","keywords":"Trojan; Saturn; Transient (computer programming); Astrobiology; Aeronautics; Computer science; Environmental science; Physics; Computer security; Astronomy; Engineering; Planet; Programming language","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":[0.0001589468,0.0002450289,0.000353284,0.0002267187,0.0008256143,0.0005475554,0.0004370956,0.0004582699,0.000962043],"category_scores_gemma":[0.0004914787,0.0001761593,0.0004577588,0.0001982659,0.0004265261,0.0003454705,0.0005764686,0.0003800175,0.0001677847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007388449,"about_ca_system_score_gemma":0.0004458493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006410441,"about_ca_topic_score_gemma":0.007800723,"domain_scores_codex":[0.9999306,0.000005932349,0.000002345617,0.0000212059,0.00001217167,0.00002771555],"domain_scores_gemma":[0.9998792,0.00001697159,0.00003948706,0.00001439718,0.00001413084,0.00003578497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009147751,0.0002309941,0.8030301,0.0003086858,0.0003074228,0.00271313,0.0008350154,0.1062285,0.05986354,0.008263098,0.002647381,0.01465737],"study_design_scores_gemma":[0.0001845221,0.0008002283,0.5722218,0.00009789452,0.0001686907,0.001664333,0.0009582723,0.3907337,0.01493217,0.003488434,0.01466274,0.00008732581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964497,0.00008306866,0.0009105346,0.00004562692,0.00001695528,0.000007372271,0.0001013278,0.00004803067,0.002337392],"genre_scores_gemma":[0.9985747,0.00003607569,0.0007416669,0.00002204377,0.000005982802,0.00000585491,0.0002378265,0.00001605165,0.0003598114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006410441,"threshold_uncertainty_score":0.01274627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006902484483228962,"score_gpt":0.2245417357293569,"score_spread":0.217639251246128,"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."}}