{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008052268,0.0008898227,0.0008764477,0.0009174861,0.0005457826,0.001724484,0.0008214026,0.001094712,0.01144264],"category_scores_gemma":[0.001588683,0.0009999983,0.0004091013,0.0008320264,0.0005539419,0.001664856,0.001684615,0.0007085959,0.004358612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007395652,"about_ca_system_score_gemma":0.0010526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006446341,"about_ca_topic_score_gemma":0.002628473,"domain_scores_codex":[0.9992133,0.0001307895,0.00004318194,0.0001850714,0.000358184,0.00006930673],"domain_scores_gemma":[0.9994061,0.0002665194,0.00006224727,0.0001203438,0.0001241525,0.00002075809],"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":[0.0004355342,0.00005103875,0.0008392552,0.0003285734,0.00006074114,0.00009110528,0.00007749042,0.00127423,0.8651405,0.0073633,0.003295662,0.1210425],"study_design_scores_gemma":[0.00005763616,0.0001740256,0.003168011,0.0001079709,0.0001296723,0.0009249345,0.00007974008,0.01866457,0.9158007,0.005782214,0.05504323,0.00006731561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08826005,0.0130776,0.8569565,0.001940107,0.000377037,0.0003893833,0.001228704,0.003485917,0.03428468],"genre_scores_gemma":[0.4948979,0.006833903,0.4615291,0.0008521346,0.0003232006,0.000381894,0.0009917875,0.0007331012,0.03345693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01144264,"threshold_uncertainty_score":0.03827941,"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."}}