{"id":"W4389943295","doi":"10.1051/0004-6361/202346012","title":"J-PLUS: Toward a homogeneous photometric calibration using <i>Gaia</i> BP/RP low-resolution spectra","year":2023,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; National Astronomical Observatories, Chinese Academy of Sciences; European Regional Development Fund; Agencia Estatal de Investigación; Science Mission Directorate; Max-Planck-Institut für Astronomie; Jiangsu Association for Science and Technology; Smithsonian Astrophysical Observatory; National Development and Reform Commission; European Commission; Ministerio de Ciencia e Innovación; Universitat de Barcelona; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministerio de Economía y Competitividad; Queen's University; Chinese Academy of Sciences; Fundação de Amparo à Pesquisa do Estado de São Paulo; Space Telescope Science Institute; National Central University; Institut de Ciències del Cosmos; Financiadora de Estudos e Projetos; Queen's University Belfast; Ministerio de Ciencia, Innovación y Universidades; Gordon and Betty Moore Foundation; Eötvös Loránd Tudományegyetem; Los Alamos National Laboratory; European Space Agency; Johns Hopkins University; National Science Foundation; National Aeronautics and Space Administration; Durham University; Smithsonian Institution","keywords":"Physics; Astrophysics; Homogeneous; Calibration; Spectral line; Low resolution; Resolution (logic); Astronomy; Spectral resolution; High resolution; Remote sensing; Statistical physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004961547,0.000176298,0.0001649723,0.0001612478,0.00009147387,0.00009407739,0.00007213756,0.00003768423,0.000008633195],"category_scores_gemma":[0.000003603074,0.0001986902,0.00006141006,0.0006653302,0.00003527228,0.0002489167,0.00003655367,0.0001494548,0.00003397615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000647959,"about_ca_system_score_gemma":0.00002788454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002719616,"about_ca_topic_score_gemma":0.000001137272,"domain_scores_codex":[0.9991856,0.00001817405,0.0001563013,0.0001952072,0.00012067,0.0003240154],"domain_scores_gemma":[0.9997104,0.00002307562,0.00003158525,0.0001401973,0.00001694768,0.00007781486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001730604,0.00003551575,0.0004372117,0.00008843869,0.00008540079,0.00002269098,0.0006256592,0.8169606,0.08209731,0.0003919548,0.0005473164,0.09869063],"study_design_scores_gemma":[0.000826811,0.00008166799,0.00228528,0.00008073113,0.00006967789,0.00002225579,0.0005534225,0.9535476,0.03197443,0.0001669618,0.009826493,0.0005646616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7042575,0.00008193166,0.2948695,0.00002958481,0.0001699543,0.00009609187,0.00002382313,0.00031721,0.000154414],"genre_scores_gemma":[0.9836733,0.00003497415,0.01587602,0.0000241762,0.000251211,0.000006984013,0.0000597646,0.00004044275,0.00003312502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2794158,"threshold_uncertainty_score":0.810235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123486812084287,"score_gpt":0.2006931046793008,"score_spread":0.1894582365584579,"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."}}