{"id":"W3102214897","doi":"","title":"J-PLUS: Tools to identify compact planetary nebulae in the Javalambre and southern photometric local universe surveys","year":2020,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Jiangsu Association for Science and Technology; Universidade Federal de Sergipe; Universidade Federal de Santa Catarina; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministerio de Economía y Competitividad; Ministério da Ciência, Tecnologia e Inovação; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; University of Oxford; York University; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Division of Graduate Education; 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; European Commission","keywords":"Physics; Astrophysics; Planetary nebula; Halo; Galaxy; Astronomy; Photometry (optics); Galactic halo; Universe; Galactic plane; Stars","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":[0.0008068117,0.0004176236,0.0002672322,0.002625819,0.0002763106,0.0008800959,0.0005800878,0.0002067733,0.003390786],"category_scores_gemma":[0.00217024,0.0002992395,0.0004094412,0.001387905,0.0001380466,0.0006504147,0.001571758,0.0002480042,0.001364993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156774,"about_ca_system_score_gemma":0.0004485526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006197164,"about_ca_topic_score_gemma":0.00786753,"domain_scores_codex":[0.9996717,0.00005108667,0.00003132034,0.0001076245,0.00008840059,0.00004978849],"domain_scores_gemma":[0.9991967,0.00014065,0.0002048477,0.0001779498,0.0001039179,0.0001759207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001002768,0.0002678923,0.6044626,0.00034164,0.0002619972,0.0005044655,0.001027329,0.007641107,0.02475444,0.003565492,0.04296355,0.3132068],"study_design_scores_gemma":[0.0001307733,0.0001437992,0.8129919,0.00004428965,0.00010491,0.0008381707,0.0005299395,0.05932338,0.01526241,0.002895855,0.1076554,0.00007926508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"software","genre_scores_codex":[0.7132382,0.0004548817,0.1469826,0.000212013,0.00006221756,0.0004801294,0.06721691,0.05793758,0.01341539],"genre_scores_gemma":[0.681077,0.0002941403,0.2249368,0.00009977259,0.00005799202,0.0003885994,0.08667572,0.002290006,0.004179997],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.006197164,"threshold_uncertainty_score":0.01232219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797504102988733,"score_gpt":0.2206708942347167,"score_spread":0.1926958532048294,"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."}}