{"id":"W4313418356","doi":"10.1088/1748-0221/17/12/c12020","title":"Study of gain, noise, and collection efficiency of GaAs SAM-APDs single pixel","year":2022,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"APDS; Optoelectronics; Avalanche photodiode; Materials science; Absorption (acoustics); Semiconductor; Diode; Gallium arsenide; Molecular beam epitaxy; Noise (video); Photodetector; Silicon; Optics; Detector; Epitaxy; Nanotechnology; Physics; Computer science","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":[0.0002694062,0.0002478252,0.0002228866,0.0003130274,0.0001614958,0.000337041,0.0004272523,0.000363601,0.001054946],"category_scores_gemma":[0.0005641308,0.0001676698,0.000148428,0.0002639224,0.0002057726,0.0003115168,0.0001391131,0.0001855595,0.0001886499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003935144,"about_ca_system_score_gemma":0.00008880359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000689444,"about_ca_topic_score_gemma":0.0006031328,"domain_scores_codex":[0.9997376,0.00002927267,0.00001078903,0.00008526565,0.00009692633,0.0000401138],"domain_scores_gemma":[0.9994206,0.0002610146,0.00009234018,0.00005438949,0.000142286,0.00002943285],"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":[0.0001178259,0.0000200382,0.001284819,0.00002807576,0.00001640041,0.00004752072,0.00006232711,0.0005479914,0.9956011,0.0001312579,0.00003272633,0.002109953],"study_design_scores_gemma":[0.000005411261,0.0001933158,0.008032701,0.000004793051,0.00001764507,0.0001021948,0.00004849839,0.008282838,0.9828933,0.0000355837,0.0003771452,0.000006492324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9965538,0.0002374066,0.0025638,0.00001986772,0.000006269652,0.000005294208,0.00007549922,0.00003783761,0.0005001926],"genre_scores_gemma":[0.9982663,0.0000792169,0.0009331269,0.000005842584,0.000003176064,0.000006786474,0.00005195939,0.000008790075,0.0006447718],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001054946,"threshold_uncertainty_score":0.003529131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139382647137276,"score_gpt":0.236966553070637,"score_spread":0.2255727265992643,"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."}}