{"id":"W6941108775","doi":"10.1051/0004-6361/202345921/pdf","title":"Photometric metallicity for 694 233 Galactic giant stars from","year":2023,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; National Astronomical Observatories, Chinese Academy of Sciences; Australian Astronomical Optics-Macquarie; Science and Technology Facilities Council; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; York University; Istituto Nazionale di Astrofisica; Ministério da Ciência, Tecnologia e Inovação; Chinese Academy of Sciences; University of Oxford; Leibniz-Gemeinschaft; University of Notre Dame; National Development and Reform Commission; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; European Space Agency; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Max-Planck-Institut für Astrophysik","keywords":"Metallicity; Photometry (optics); Parallax; Stars; Halo; Galactic halo; Spectral line; Milky Way; Calibration","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":[0.0002632376,0.0003785944,0.0003178537,0.002262265,0.0003400022,0.0003861624,0.00027506,0.0002251996,0.001691141],"category_scores_gemma":[0.0004709084,0.0001446218,0.0003297077,0.001857817,0.0001454185,0.0001097896,0.0006624161,0.0001910027,0.002097187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004661328,"about_ca_system_score_gemma":0.0002790076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00830798,"about_ca_topic_score_gemma":0.01026986,"domain_scores_codex":[0.9997243,0.00002099652,0.0000255027,0.00007952849,0.0001005804,0.00004903484],"domain_scores_gemma":[0.999679,0.00002015807,0.00006769469,0.00006124099,0.00009962658,0.00007231058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002742111,0.00008358317,0.9040807,0.00008385391,0.000137482,0.000385689,0.0006048532,0.001034461,0.03381662,0.0003340225,0.002603217,0.05656133],"study_design_scores_gemma":[0.000008617774,0.00004373355,0.9913407,0.000003661217,0.00002106011,0.0002136757,0.00009926025,0.0003838665,0.00188051,0.00003933942,0.005958546,0.000006997253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934127,0.0001062133,0.0006403688,0.0000121223,0.000003843732,0.00001868579,0.004239601,0.00006415605,0.001502356],"genre_scores_gemma":[0.9574025,0.0001508666,0.003169468,0.00003690633,0.00001384857,0.00005619638,0.03670841,0.0000504125,0.00241135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00830798,"threshold_uncertainty_score":0.01651925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308207069271996,"score_gpt":0.23787127222298,"score_spread":0.2147892015302601,"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."}}