{"id":"W4383046986","doi":"10.48550/arxiv.2306.17593","title":"A new redback pulsar candidate 4FGL J2054.2+6904","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Planetary Science Division; Science Mission Directorate; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Eötvös Loránd Tudományegyetem; Gordon and Betty Moore Foundation; National Central University; Space Telescope Science Institute; Queen's University; Johns Hopkins University; Queen's University Belfast; National Aeronautics and Space Administration; Durham University; Smithsonian Institution; National Science Foundation","keywords":"Pulsar; Astronomy; Astrophysics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001375295,0.0002173628,0.0002399288,0.001334312,0.0006829886,0.000638781,0.000279901,0.0003679256,0.00387326],"category_scores_gemma":[0.0002690666,0.0001255477,0.0001991634,0.0006389399,0.0001845136,0.000195798,0.0004190902,0.0001991875,0.0008613852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004282301,"about_ca_system_score_gemma":0.0002186907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002960713,"about_ca_topic_score_gemma":0.004987631,"domain_scores_codex":[0.9999107,0.000008407521,0.00000402584,0.00001978254,0.00001595038,0.0000410506],"domain_scores_gemma":[0.9998502,0.00001618512,0.00005065292,0.00001341079,0.00001411191,0.00005552476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000874789,0.0003650808,0.8007213,0.0001493787,0.00008899214,0.01151857,0.0008412524,0.001050656,0.06787176,0.003897273,0.01740264,0.09521829],"study_design_scores_gemma":[0.00006471774,0.0004238531,0.9407374,0.0000509577,0.00006305724,0.009923958,0.0006553996,0.002207911,0.00383076,0.00118329,0.04082671,0.00003204087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933263,0.0003019622,0.0005206091,0.0002453531,0.0000364301,0.00001431052,0.0007451161,0.0001158073,0.004694076],"genre_scores_gemma":[0.9923311,0.0001007983,0.00143838,0.0002372003,0.0000512112,0.00001456975,0.002863023,0.0000152829,0.002948318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00387326,"threshold_uncertainty_score":0.01295733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07581978937830319,"score_gpt":0.2564131436276222,"score_spread":0.180593354249319,"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."}}