{"id":"W4313729255","doi":"10.1093/mnras/stac3742","title":"The TRAPUM <i>L</i>-band survey for pulsars in <i>Fermi</i>-LAT gamma-ray sources","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; High Energy Accelerator Research Organization; Knut och Alice Wallenbergs Stiftelse; Science and Technology Facilities Council; National Research Foundation; European School of Oncology; College of Natural Resources and Sciences, Humboldt State University; Japan Aerospace Exploration Agency; U.S. Department of Energy; Ministry of Education, Culture, Sports, Science and Technology; Agence Nationale de la Recherche; Institut sur la Nutrition et les Aliments Fonctionnels; Vetenskapsrådet; National Science Foundation","keywords":"Physics; Fermi Gamma-ray Space Telescope; Pulsar; Astrophysics; Millisecond pulsar; Neutron star; Astronomy; White dwarf; Telescope; Ephemeris; Flux (metallurgy); Compact star; 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":[0.0003595152,0.0002747395,0.0001912731,0.003103712,0.0004225349,0.0004687334,0.0002700094,0.0002082583,0.001688434],"category_scores_gemma":[0.0003824818,0.0001274929,0.0001934406,0.001359682,0.0001395015,0.0002194837,0.0007043365,0.0001680096,0.0006974679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003114521,"about_ca_system_score_gemma":0.0003065571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00562793,"about_ca_topic_score_gemma":0.009690347,"domain_scores_codex":[0.9998767,0.00001715177,0.000007957016,0.00002891886,0.00002420491,0.00004502032],"domain_scores_gemma":[0.9992888,0.00007412674,0.0003021345,0.00008431546,0.00008977038,0.0001608192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003631148,0.00007701581,0.9394245,0.00003794401,0.00004822524,0.0003166354,0.0004721161,0.0001612374,0.01724793,0.0003092174,0.002827882,0.03871405],"study_design_scores_gemma":[0.00001203515,0.00008358843,0.9914084,0.0000139688,0.00002578426,0.0003717802,0.0001239815,0.0004155133,0.00222893,0.00006555809,0.005243789,0.000006661242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937828,0.000253054,0.0007651023,0.00009010243,0.000004644093,0.000017009,0.003079031,0.00008893796,0.001919268],"genre_scores_gemma":[0.9911718,0.0001457569,0.00179564,0.00005987648,0.00001696921,0.00003022678,0.006141546,0.00002193187,0.000616235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00562793,"threshold_uncertainty_score":0.01119035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661708560044783,"score_gpt":0.2849551203609315,"score_spread":0.2683380347604837,"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."}}