{"id":"W4412477923","doi":"10.1088/1748-0221/20/07/c07044","title":"Synchrotron light source focused X-ray detection with LGADs, AC-LGADs and TI-LGADs","year":2025,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Synchrotron; X-ray; Materials science; Optics; Synchrotron radiation; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731642,0.0001192334,0.000157321,0.000152962,0.0001439727,0.00008387209,0.00007233946,0.00003128402,0.00005548291],"category_scores_gemma":[0.000003654297,0.0000948388,0.0000414047,0.0002183067,0.0000257243,0.0004812877,0.00001686401,0.0001568822,0.000005898806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006012993,"about_ca_system_score_gemma":0.0000764596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002123929,"about_ca_topic_score_gemma":0.000009534817,"domain_scores_codex":[0.9992123,0.00003351668,0.0003181437,0.0001053253,0.0001806629,0.0001500437],"domain_scores_gemma":[0.9994774,0.00002251164,0.0002779193,0.00007246383,0.00009299326,0.00005668728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004063456,0.00008457692,0.3021453,0.00003704497,0.0002432174,0.000001989504,0.001020387,0.000237895,0.1502596,0.0001864874,0.0001506196,0.5452265],"study_design_scores_gemma":[0.004062994,0.0005526891,0.2156933,0.0002543346,0.0001449616,0.00001364475,0.00100238,0.002777811,0.7694235,0.0004533128,0.005347562,0.0002734716],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811341,0.00004090785,0.01753162,0.0001718593,0.0002252983,0.0001121843,0.000001114084,0.00001022302,0.0007727291],"genre_scores_gemma":[0.9984849,0.00001033546,0.001081215,0.00003879598,0.0001406356,0.000005476891,0.00000285267,0.000008471494,0.0002273353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6191639,"threshold_uncertainty_score":0.3867414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004553135276680204,"score_gpt":0.221190627818741,"score_spread":0.2166374925420608,"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."}}