{"id":"W4407572744","doi":"10.1117/12.3047529","title":"Performance evaluation of small pixel-sized Gd2O2S and CsI CMOS x-ray detectors","year":2025,"lang":"en","type":"article","venue":"","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Detector; CMOS; Pixel; X-ray detector; Optoelectronics; Computer science; Physics; Optics","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":[0.0003431089,0.0004028192,0.0004763218,0.0003032306,0.0002567529,0.0006965174,0.001236514,0.0006086822,0.002320527],"category_scores_gemma":[0.001134762,0.000192321,0.0002608479,0.0004268429,0.000278203,0.0007126212,0.0003396973,0.0001759273,0.0004526417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238093,"about_ca_system_score_gemma":0.0005225766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178388,"about_ca_topic_score_gemma":0.002598743,"domain_scores_codex":[0.9994783,0.00003743835,0.00002429093,0.0001549859,0.000252277,0.00005274514],"domain_scores_gemma":[0.9991661,0.0002218417,0.0001606945,0.00004518703,0.0003050094,0.0001011373],"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":[0.002227189,0.000235013,0.006058887,0.0006251601,0.0001395362,0.0003846113,0.0002401969,0.008711299,0.9469396,0.00115521,0.001949003,0.03133418],"study_design_scores_gemma":[0.0001851361,0.003348158,0.007291071,0.00002502674,0.0001859165,0.0005292027,0.0002015648,0.04041692,0.9401929,0.0001391208,0.007437742,0.00004716004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804765,0.002890592,0.01049309,0.0003233535,0.0001520609,0.0001039562,0.0004305116,0.0006168329,0.004513181],"genre_scores_gemma":[0.9746072,0.0009502973,0.02027558,0.0001140724,0.00004490584,0.00005686774,0.000201456,0.00005184458,0.003697724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002320527,"threshold_uncertainty_score":0.008983016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121728358166055,"score_gpt":0.2368990420424821,"score_spread":0.2247262062258766,"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."}}