{"id":"W4414534418","doi":"10.1140/epjti/s40485-025-00118-2","title":"A novel HPGe-BGO pair spectrometer","year":2025,"lang":"en","type":"article","venue":"EPJ Techniques and Instrumentation","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Universität zu Köln; Technische Universität Darmstadt","keywords":"Spectrometer; Detector; Shield; Semiconductor detector; Gamma ray spectrometer; Positron","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005248304,0.0007363338,0.0008627907,0.0008135844,0.0006459628,0.001129477,0.001929916,0.001155035,0.003833359],"category_scores_gemma":[0.0004243735,0.0005876861,0.0003329609,0.0006065013,0.0003650434,0.001151112,0.001144104,0.0006210328,0.002568368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005623791,"about_ca_system_score_gemma":0.0007075267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002955759,"about_ca_topic_score_gemma":0.0004621372,"domain_scores_codex":[0.998757,0.0001302125,0.00003352695,0.0004334018,0.0005456354,0.0001001719],"domain_scores_gemma":[0.9996817,0.0000465021,0.00005416174,0.00004916868,0.00009926892,0.00006927728],"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":[0.0006007313,0.00009521697,0.002324507,0.0001868993,0.00006018848,0.0002966618,0.00005901262,0.0008561474,0.9551458,0.002913517,0.002499544,0.03496173],"study_design_scores_gemma":[0.0001384997,0.0009412032,0.005500419,0.00002800027,0.00008812898,0.002252923,0.00004350959,0.01525501,0.9194868,0.0007351857,0.05543981,0.00009050009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4486321,0.002852687,0.4967104,0.0008466879,0.0009316179,0.0006755907,0.002927797,0.01054045,0.03588264],"genre_scores_gemma":[0.6036096,0.0004585024,0.3776787,0.0004303421,0.0001806369,0.0003051952,0.001243801,0.0003812762,0.01571193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003833359,"threshold_uncertainty_score":0.01282382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008988807751279877,"score_gpt":0.2602174106973154,"score_spread":0.2512286029460355,"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."}}