{"id":"W2798140233","doi":"10.1051/0004-6361/201732487","title":"J-PLUS: Measuring H<i>α</i> emission line fluxes in the nearby universe","year":2018,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brookhaven National Laboratory; Jet Propulsion Laboratory; Office of Science; Max-Planck-Institut für Astronomie; Jiangsu Association for Science and Technology; Gobierno de Aragón; Lawrence Berkeley National Laboratory; Financiadora de Estudos e Projetos; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministerio de Economía y Competitividad; York University; Carnegie Mellon University; University of Arizona; College of Engineering, Michigan State University; Princeton University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Instituto de Astrofísica de Andalucía; Harvard University; Ohio State University; Junta de Andalucía; New Mexico State University; University of Portsmouth; Yale University; Vanderbilt University; National Science Foundation; U.S. Department of Energy; California Institute of Technology; National Aeronautics and Space Administration; Fundación Bancaria Ibercaja","keywords":"Galaxy; Line (geometry); Star formation; Emission spectrum; Telescope; Sky; Universe; Flux (metallurgy)","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":[0.0009385832,0.0005992285,0.0004266981,0.002597183,0.0004516522,0.001381405,0.0008313199,0.0004499274,0.002306837],"category_scores_gemma":[0.001529827,0.000282203,0.0004819937,0.002094197,0.0002186028,0.0008663482,0.001207801,0.0003088253,0.001551579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723742,"about_ca_system_score_gemma":0.0003624627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004642101,"about_ca_topic_score_gemma":0.007565686,"domain_scores_codex":[0.999279,0.00008385347,0.00004677383,0.0002927212,0.0001978563,0.00009978894],"domain_scores_gemma":[0.9982426,0.0001319905,0.0003788191,0.0006572103,0.0002389342,0.0003505105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001570523,0.001011244,0.7052837,0.0007902161,0.0008789299,0.0008283224,0.001024614,0.008068642,0.09398822,0.002452502,0.01928067,0.1648224],"study_design_scores_gemma":[0.00004110697,0.0002214113,0.9619052,0.00002655022,0.000136655,0.0004309445,0.0002438995,0.006957695,0.01187842,0.0005282614,0.01758425,0.0000456131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.917888,0.0003960353,0.02412326,0.00008672603,0.00007163307,0.0002824798,0.04604288,0.002398584,0.008710352],"genre_scores_gemma":[0.8053985,0.000370591,0.0840785,0.0001907948,0.0002457543,0.0003313758,0.1052766,0.0005831889,0.003524657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004642101,"threshold_uncertainty_score":0.009230137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374386802013972,"score_gpt":0.2188879010337464,"score_spread":0.2051440330136066,"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."}}