{"id":"W4414452020","doi":"10.1093/pasj/psaf097","title":"Simultaneous visible spectrophotometry of interstellar object 3I/ATLAS with Seimei/TriCCS","year":2025,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of Japan","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Science Mission Directorate; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Eötvös Loránd Tudományegyetem; Los Alamos National Laboratory; National Astronomical Observatory of Japan; Gordon and Betty Moore Foundation; National Central University; Agence Nationale de la Recherche; Space Telescope Science Institute; Queen's University; Johns Hopkins University; Japan Society for the Promotion of Science; Queen's University Belfast; National Aeronautics and Space Administration; Durham University; Smithsonian Institution; National Science Foundation","keywords":"Visible spectrum; Spectrophotometry; Spectrograph; Interstellar medium; Object (grammar); Solar System","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001555198,0.0001260586,0.0002685603,0.0000665147,0.00009304032,0.0000192038,0.0007572817,0.00003624271,0.0001737268],"category_scores_gemma":[0.00001582034,0.00009188226,0.0002687575,0.0007093358,0.0003841612,0.0001111652,0.0001482656,0.0001677895,0.000004013554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003027093,"about_ca_system_score_gemma":0.0002010251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000332603,"about_ca_topic_score_gemma":0.000002767379,"domain_scores_codex":[0.9990313,0.00003212052,0.0003545564,0.0002132721,0.0001606349,0.0002081394],"domain_scores_gemma":[0.9986882,0.0002799583,0.0003234406,0.0005395004,0.0001150985,0.00005386267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003260144,0.0002736302,0.9714662,0.0000294878,0.0003290554,9.71646e-10,0.0002331746,0.01445828,0.00498601,0.002811618,0.002252475,0.003127428],"study_design_scores_gemma":[0.001680795,0.0004237364,0.8196105,0.0001688121,0.0003486572,7.327419e-7,0.005428452,0.04961021,0.1119873,0.0007199148,0.00954761,0.0004732436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857432,0.00003375057,0.01044603,0.0008375146,0.00004296083,0.0002255429,0.0001035518,0.00001043577,0.002556966],"genre_scores_gemma":[0.9882321,0.000001116323,0.01096785,0.00001014361,0.00002950173,0.000005689831,0.00003442695,0.000005650111,0.0007135089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1518557,"threshold_uncertainty_score":0.374685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004580272714435335,"score_gpt":0.2128707388565125,"score_spread":0.2082904661420772,"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."}}