{"id":"W649962647","doi":"10.1016/j.nimb.2015.05.014","title":"Efficient 41Ca measurements for biomedical applications","year":2015,"lang":"en","type":"article","venue":"Nuclear Instruments and Methods in Physics Research Section B Beam Interactions with Materials and Atoms","topic":"Radioactive Decay and Measurement Techniques","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eidgenössische Anstalt für Wasserversorgung Abwasserreinigung und Gewässerschutz; Paul Scherrer Institut; Eidgenössische Technische Hochschule Zürich; Eidgenössische Materialprüfungs- und Forschungsanstalt; Physicians' Services Incorporated Foundation","keywords":"Materials science; Computer science","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":[0.001590035,0.0001466684,0.0002137028,0.0001779663,0.0003183266,0.0001919168,0.00008628607,0.0000442502,0.00004820053],"category_scores_gemma":[0.00002163074,0.0001200077,0.00002703389,0.0002739005,0.0001868443,0.0001751978,0.00006753818,0.0002187055,0.000002865089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004191,"about_ca_system_score_gemma":0.00005880866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001886181,"about_ca_topic_score_gemma":0.000002736643,"domain_scores_codex":[0.9985585,0.000249396,0.0002475534,0.0003424959,0.0003169928,0.0002850595],"domain_scores_gemma":[0.9992092,0.00008154093,0.00008818342,0.000161614,0.0002878835,0.0001716403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007793636,0.001700631,0.004001241,0.0001272083,0.0003194156,5.363376e-7,0.001506905,0.00005209296,0.5198626,0.03305743,0.0007847759,0.4378078],"study_design_scores_gemma":[0.007994966,0.001734219,0.002801916,0.0005784336,0.0001451848,0.00002980336,0.01031652,0.004206751,0.6056996,0.05438842,0.310944,0.001160231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573714,0.00001499855,0.1372378,0.0001015643,0.0003947329,0.001367153,0.00006680737,0.00005098214,0.003394529],"genre_scores_gemma":[0.9578273,0.000008556242,0.04096728,0.00001675342,0.0004450147,0.0006140683,0.00002823911,0.00002794257,0.00006484407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4366476,"threshold_uncertainty_score":0.4893774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341760782571329,"score_gpt":0.4503327997003967,"score_spread":0.3161567214432638,"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."}}