{"id":"W2609668697","doi":"10.1093/pasj/psx105","title":"Multi-band photometry of trans-Neptunian objects in the Subaru Hyper Suprime-Cam survey","year":2017,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of Japan","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Science Mission Directorate; Smithsonian Astrophysical Observatory; University of Edinburgh; Max-Planck-Institut für Astronomie; National Astronomical Observatory of Japan; National Central University; Ministry of Education, Culture, Sports, Science and Technology; Queen's University; Cabinet Office, Government of Japan; Eötvös Loránd Tudományegyetem; Academia Sinica; Space Telescope Science Institute; Los Alamos National Laboratory; Johns Hopkins University; Princeton University; Toray Science Foundation; High Energy Accelerator Research Organization; University of Tokyo; Japan Society for the Promotion of Science; Queen's University Belfast; National Aeronautics and Space Administration; Durham University; Japan Science and Technology Agency; Smithsonian Institution; National Science Foundation","keywords":"Photometry (optics); Bimodality; Subaru Telescope; Sky; Ecliptic; Population; Wavelength; Reflectivity; Sky brightness","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":[0.0002087163,0.0002205025,0.0001752279,0.001208985,0.0003140356,0.0003083448,0.0003050594,0.0001643181,0.0008594925],"category_scores_gemma":[0.0004041059,0.0001426599,0.0001712445,0.001184983,0.0001828233,0.0002883666,0.0005241547,0.0001613466,0.0002420414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423359,"about_ca_system_score_gemma":0.0001494306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009193907,"about_ca_topic_score_gemma":0.02332414,"domain_scores_codex":[0.9998556,0.00001542124,0.000007179467,0.00005312685,0.00003475588,0.00003385957],"domain_scores_gemma":[0.9996316,0.0000324972,0.0001096997,0.00006607621,0.00005782334,0.0001021858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001597474,0.00004545717,0.9555866,0.00004138756,0.0000690517,0.000215146,0.0003888237,0.0005562864,0.02646082,0.0001036532,0.000714919,0.01565816],"study_design_scores_gemma":[0.000001985411,0.000008741126,0.9988029,0.00000250177,0.000008186982,0.00004744962,0.00006446541,0.0003247136,0.0004029321,0.000008696268,0.0003255955,0.000001792835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983218,0.00006884403,0.0001832416,0.00001089005,0.000003371315,0.000004507594,0.0006066039,0.00001528536,0.0007855003],"genre_scores_gemma":[0.9973455,0.00005105526,0.0006872193,0.00001218254,0.000008597223,0.000008158673,0.001683207,0.000007451503,0.0001967294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009193907,"threshold_uncertainty_score":0.01828074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378550847719056,"score_gpt":0.2646948339815582,"score_spread":0.2309093255043676,"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."}}