{"id":"W4415338235","doi":"10.1017/pasa.2025.10102","title":"Investigating four new candidate redback pulsars discovered in the image plane","year":2025,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of Australia","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Argonne National Laboratory; Planetary Science Division; Integrated Electronics Engineering Center, Binghamton University; Office of Naval Research; Science and Technology Facilities Council; Science Mission Directorate; Smithsonian Astrophysical Observatory; University of Illinois at Urbana-Champaign; Max-Planck-Institut für Astronomie; Institut de Física d'Altes Energies; Eötvös Loránd Tudományegyetem; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Deutsche Forschungsgemeinschaft; Tata Institute of Fundamental Research; Commonwealth Scientific and Industrial Research Organisation; Gordon and Betty Moore Foundation; Queen's University Belfast; National Aeronautics and Space Administration; University College London; Space Telescope Science Institute; University of Portsmouth; Los Alamos National Laboratory; Johns Hopkins University; University of Chicago; SLAC National Accelerator Laboratory; Queen's University; Ohio State University; Smithsonian Institution; U.S. Department of Energy; Lawrence Berkeley National Laboratory; University of Pennsylvania; Financiadora de Estudos e Projetos; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; National Central University; University of Sussex; Ministério da Ciência, Tecnologia e Inovação; Durham University; Fermilab; National Science Foundation","keywords":"Asteroid; Pulsar; Viewing angle; Light curve; Orbital mechanics; Orbital inclination; Orbital elements","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":[0.0001331333,0.0001630693,0.0001776072,0.000979893,0.000321511,0.0005934943,0.0002031391,0.0002517548,0.000826049],"category_scores_gemma":[0.0002744154,0.0001256591,0.0001325463,0.0005110272,0.0001583734,0.0002406284,0.0003972796,0.0001773651,0.0002244607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669324,"about_ca_system_score_gemma":0.00009395755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007976298,"about_ca_topic_score_gemma":0.002535842,"domain_scores_codex":[0.9999378,0.000004107801,0.000003076986,0.00001799439,0.00001741895,0.00001960581],"domain_scores_gemma":[0.9997914,0.0000265499,0.00008791286,0.00001992096,0.00002918334,0.00004494918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002026312,0.00005436892,0.8626663,0.00005046746,0.00003960587,0.002919689,0.0008331009,0.0001662357,0.1034089,0.0004017923,0.0002860109,0.02897098],"study_design_scores_gemma":[0.000008723902,0.0001396502,0.9824488,0.00001145977,0.0000300751,0.002965312,0.0004838501,0.0006827962,0.009778213,0.0001974354,0.003246223,0.000007427657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989803,0.00006542306,0.0003251196,0.0000135334,0.000003178142,0.000005323142,0.00005054871,0.00000908307,0.0005473547],"genre_scores_gemma":[0.9976833,0.00007035132,0.00136457,0.00003104237,0.0000106467,0.000006081346,0.0003488139,0.000006694293,0.0004784398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000979893,"threshold_uncertainty_score":0.00276345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04213052320939627,"score_gpt":0.2665077879056413,"score_spread":0.2243772646962451,"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."}}