{"id":"W4389667490","doi":"10.1051/0004-6361/202347770","title":"A radical transition in the post-main-sequence system U Equulei","year":2023,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Háskóli Íslands; National Institutes of Natural Sciences; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; National Astronomical Observatory of Japan; Stockholms Universitet; Aarhus Universitet; Turun Yliopisto; Agencia Estatal de Investigación; Science Mission Directorate; Universitetet i Oslo; Smithsonian Institution; National Radio Astronomy Observatory; Korea Astronomy and Space Science Institute; Space Telescope Science Institute; Queen's University; Los Alamos National Laboratory; Johns Hopkins University; National Central University; Gordon and Betty Moore Foundation; Queen's University Belfast; National Aeronautics and Space Administration; Eötvös Loránd Tudományegyetem; Durham University; National Science Foundation","keywords":"Physics; Astrophysics; Sequence (biology); Transition (genetics); Astronomy; Genetics","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":[0.0001014978,0.0001452027,0.0001689534,0.0005294151,0.001262113,0.0005080103,0.0002619857,0.0003688443,0.002104832],"category_scores_gemma":[0.0003814932,0.00009400371,0.00009017955,0.0004069911,0.0006030509,0.0004528012,0.0007543841,0.0002653459,0.0004006877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000330785,"about_ca_system_score_gemma":0.0001867318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002467453,"about_ca_topic_score_gemma":0.002594759,"domain_scores_codex":[0.9999032,0.00000953817,0.000006636432,0.00004033098,0.000009442073,0.00003085202],"domain_scores_gemma":[0.9998848,0.00001042517,0.00004143697,0.000008754769,0.00001627437,0.00003810169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005879236,0.0003326658,0.8840249,0.0001070829,0.00003812334,0.004876465,0.004090181,0.0002531132,0.05952283,0.002511234,0.0007585066,0.04289709],"study_design_scores_gemma":[0.00000689645,0.0003918484,0.9801839,0.00001991877,0.00002026539,0.007025707,0.002662085,0.0004500283,0.00242326,0.0006978602,0.006106232,0.00001195209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981781,0.0001400465,0.00008427228,0.00002383217,0.000006719211,0.000004522669,0.00004077322,0.000004376571,0.001517421],"genre_scores_gemma":[0.9988357,0.00007327364,0.0001670265,0.00003424227,0.000006906684,0.000005282267,0.0001250548,0.00000271415,0.0007498107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002467453,"threshold_uncertainty_score":0.007041335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200819606355258,"score_gpt":0.2136870325679837,"score_spread":0.2016788365044311,"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."}}