{"id":"W2995432057","doi":"10.1051/0004-6361/201935700","title":"J-PLUS: Tools to identify compact planetary nebulae in the Javalambre and southern photometric local Universe surveys","year":2019,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Universidade Federal de Sergipe; Universidade Federal de Santa Catarina; Universidad Nacional Autónoma de México; 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; Jiangsu Association for Science and Technology; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; 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":"Halo; Planetary nebula; Photometry (optics); Galactic halo; Galactic plane; Galaxy","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":[0.0008376298,0.0003561716,0.0002218037,0.002148052,0.0002620769,0.0007634527,0.0004777065,0.000180923,0.002896751],"category_scores_gemma":[0.002084508,0.0002459013,0.0003616726,0.001255479,0.0001339911,0.0005745008,0.001278061,0.0002486297,0.001025713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237427,"about_ca_system_score_gemma":0.0004993542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008071313,"about_ca_topic_score_gemma":0.01113491,"domain_scores_codex":[0.9996941,0.0000503068,0.00002535701,0.00009952212,0.00008736657,0.00004340938],"domain_scores_gemma":[0.9990751,0.0001211956,0.0002729003,0.0002194106,0.0001258709,0.0001855733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005214553,0.0001820159,0.7494909,0.0002507523,0.0002477533,0.000313004,0.0007129562,0.006172736,0.01666138,0.002762512,0.02770139,0.1949832],"study_design_scores_gemma":[0.00007891892,0.00008781585,0.8781135,0.00003935909,0.00009464582,0.000522423,0.000487156,0.03413589,0.009638313,0.00205241,0.07470676,0.00004268634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7466518,0.0005401222,0.1359542,0.0002774819,0.00006904358,0.0004624787,0.07052159,0.03181902,0.01370437],"genre_scores_gemma":[0.787726,0.0002413703,0.1397251,0.00008777004,0.00004474014,0.0002636543,0.06697512,0.001303881,0.003632374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008071313,"threshold_uncertainty_score":0.01604867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410371934454868,"score_gpt":0.2277723042341211,"score_spread":0.2136685848895724,"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."}}