{"id":"W4404406524","doi":"10.48550/arxiv.2411.07797","title":"A close outer companion to the ultra-hot Jupiter TOI-2109 b?","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Staatssekretariat für Bildung, Forschung und Innovation; Horizon 2020 Framework Programme; Science and Technology Facilities Council; Instituto de Astrofísica de Canarias; Fundação para a Ciência e a Tecnologia; Centre National d’Etudes Spatiales; Fondazione CRT; European Commission; Ministerio de Ciencia e Innovación; Generalitat de Catalunya; Fonds De La Recherche Scientifique - FNRS; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; UK Space Agency; Austrian Science Fund; Swedish National Space Agency; Université de Liège; University of Warwick; Canadian Celiac Association; Agence Nationale de la Recherche; Belgian Federal Science Policy Office; National Science Foundation; European Space Agency; National Research, Development and Innovation Office; Agencia Estatal de Investigación; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Centres de Recerca de Catalunya","keywords":"Jupiter (rocket family); Physics; Astrobiology; Astronomy; Space Shuttle","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":[0.00007403831,0.0001890805,0.0002095711,0.0003496979,0.0007390562,0.000686501,0.0002166054,0.0005313471,0.004723009],"category_scores_gemma":[0.0002363205,0.0001172349,0.0001843494,0.0004587762,0.0001817781,0.0003123822,0.0005179413,0.0003033937,0.001918798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277997,"about_ca_system_score_gemma":0.0001360261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004704381,"about_ca_topic_score_gemma":0.004098602,"domain_scores_codex":[0.9999253,0.000003379636,0.000001922083,0.00004239311,0.000009964499,0.00001704576],"domain_scores_gemma":[0.9998727,0.00000691981,0.00004421405,0.00001740818,0.000008835358,0.00004987093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007678345,0.000220656,0.778927,0.0003009907,0.0001018067,0.005041683,0.001203479,0.0007109047,0.135057,0.003039035,0.006714897,0.06791466],"study_design_scores_gemma":[0.00001978023,0.0002077813,0.9455271,0.00005555774,0.0000442267,0.006177478,0.0006698805,0.002451899,0.005715226,0.0006509295,0.0384572,0.00002288223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987331,0.0004304163,0.001532734,0.0001842513,0.00007386244,0.00002208072,0.001341642,0.0001462901,0.008937702],"genre_scores_gemma":[0.9940525,0.00007752208,0.00180122,0.0001002555,0.00002820201,0.000005271199,0.001717637,0.0000279768,0.002189394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004723009,"threshold_uncertainty_score":0.01580006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03865824177089788,"score_gpt":0.1763803020904803,"score_spread":0.1377220603195824,"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."}}