{"id":"W4410982975","doi":"10.1140/epja/s10050-025-01597-3","title":"Half-life determination of heavy ions in a storage ring considering feeding and depleting background processes","year":2025,"lang":"en","type":"article","venue":"The European Physical Journal A","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; TRIUMF","funders":"ExtreMe Matter Institute, GSI Helmholtzzentrum für Schwerionenforschung; GSI Helmholtzzentrum für Schwerionenforschung; Japan Society for the Promotion of Science; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Emberi Eroforrások Minisztériuma; Deutsche Forschungsgemeinschaft","keywords":"Heavy ion; Storage ring; Ion; Ring (chemistry); Environmental science; Chemistry; Physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004600585,0.0001042157,0.000183271,0.00007615543,0.0002841604,0.0001203286,0.0001611276,0.000004810826,0.000002721737],"category_scores_gemma":[0.00009435727,0.00007655468,0.0000492102,0.0002707593,0.0001233465,0.0001753573,0.0002606945,0.0003635308,0.0000036606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002174863,"about_ca_system_score_gemma":0.00005420647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002395949,"about_ca_topic_score_gemma":0.000002369657,"domain_scores_codex":[0.9990894,0.0002256867,0.0002086335,0.0001213711,0.0001545502,0.0002003262],"domain_scores_gemma":[0.99925,0.000389471,0.0001186855,0.00008885476,0.0001006857,0.0000523164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002993452,0.001772614,0.03552202,0.001387298,0.0008728761,0.0001404388,0.03293588,0.002632294,0.2064958,0.076098,0.0008103278,0.6410331],"study_design_scores_gemma":[0.01289573,0.000845152,0.3267559,0.01227599,0.0006504355,0.00009743174,0.08011527,0.05271573,0.04231289,0.4634265,0.005184716,0.002724217],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657426,0.00008817418,0.002104634,0.0003581176,0.00003160512,0.00009384163,0.000001992692,0.00000969752,0.03156935],"genre_scores_gemma":[0.9993328,0.00001110724,0.0001902802,0.00001782251,0.0003922435,0.000002180551,3.510788e-7,0.00001541145,0.00003776368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6383088,"threshold_uncertainty_score":0.3121809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219742002004382,"score_gpt":0.3087176145469608,"score_spread":0.276520194526917,"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."}}