{"id":"W4323670085","doi":"10.3847/1538-4357/acb925","title":"HectoMAP: The Complete Redshift Survey (Data Release 2)","year":2023,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Japan Society for the Promotion of Science; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Lawrence Berkeley National Laboratory; Ministry of Science and ICT, South Korea; Universidad Nacional Autónoma de México; National Research Foundation of Korea; Cabinet Office, Government of Japan; Ministério da Ciência, Tecnologia e Inovação; University of Oxford; Natural Sciences and Engineering Research Council of Canada; York University; Leibniz-Gemeinschaft; University of Notre Dame; Toray Science Foundation; High Energy Accelerator Research Organization; Ohio State University; National Research Foundation; Carnegie Mellon University; Princeton University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; University of Utah; Carnegie Institution of Washington; Japan Science and Technology Agency; U.S. Department of Energy; Smithsonian Institution; National Astronomical Observatory of Japan; New Mexico State University; University of Portsmouth; Vanderbilt University; Seoul National University; Yale University; Ministry of Education, Culture, Sports, Science and Technology; Academia Sinica","keywords":"Physics; Redshift; Astrophysics; Photometry (optics); Galaxy; Redshift survey; Photometric redshift; Sky; Astronomy; Stars","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001679925,0.0009641879,0.00107716,0.006570111,0.0006912968,0.001883785,0.001922683,0.0005434495,0.0214966],"category_scores_gemma":[0.003515725,0.0007842993,0.0004354074,0.01132276,0.0002764435,0.001094102,0.002530045,0.0008810456,0.01799923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000992981,"about_ca_system_score_gemma":0.001895269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05035814,"about_ca_topic_score_gemma":0.034822,"domain_scores_codex":[0.9987206,0.000154449,0.00008622375,0.0002507705,0.0005312216,0.0002567632],"domain_scores_gemma":[0.9957464,0.0002934414,0.0009550913,0.0009848688,0.001278269,0.0007418932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008527446,0.0001396398,0.07867078,0.000493079,0.0002206574,0.0002133542,0.000313133,0.0009350965,0.002167141,0.001774158,0.8675396,0.04668061],"study_design_scores_gemma":[0.0004684723,0.00008023373,0.5570077,0.00008635055,0.00007037249,0.0002283982,0.0002190414,0.001259479,0.001824303,0.0008145943,0.4378734,0.00006759605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01715343,0.000115413,0.001739913,0.0001072807,0.00001877792,0.0001604366,0.9723589,0.002233422,0.006112568],"genre_scores_gemma":[0.0248282,0.00006501663,0.002622106,0.00007864027,0.00003258574,0.0002916387,0.969257,0.0004299694,0.002394886],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05035814,"threshold_uncertainty_score":0.1001301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03650026277120553,"score_gpt":0.2554908288896894,"score_spread":0.2189905661184839,"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."}}