{"id":"W4387299851","doi":"10.1117/12.2682610","title":"Fast neutron radiography-based on single-photon digital photosensor: concept and demonstration","year":2023,"lang":"en","type":"article","venue":"","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Photon; Neutron; Photodetector; Neutron imaging; Optics; Physics; Computer science; Radiography; Nuclear physics; Medical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005221766,0.0003753277,0.0002722439,0.0003285257,0.0002408237,0.0006167479,0.0008786647,0.001053569,0.002110559],"category_scores_gemma":[0.0003623634,0.0002430715,0.0001902999,0.0003022394,0.0006173177,0.0008513076,0.0006048667,0.0006116308,0.0009960604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994107,"about_ca_system_score_gemma":0.000380861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003234747,"about_ca_topic_score_gemma":0.0003386111,"domain_scores_codex":[0.9996998,0.00002976461,0.000008309926,0.00005866347,0.0001825332,0.0000208124],"domain_scores_gemma":[0.9998059,0.00004533556,0.00003087651,0.00002467841,0.00004543381,0.00004787125],"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":[0.0001526394,0.0001322257,0.0009695625,0.0006090103,0.00001944541,0.0004332188,0.0004211708,0.0008662487,0.9346749,0.01972145,0.002457678,0.03954246],"study_design_scores_gemma":[0.00005288836,0.000926061,0.001669161,0.00008836894,0.00001828457,0.002045256,0.0001413827,0.01007595,0.9364275,0.002437038,0.04607077,0.00004736978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5669326,0.0107204,0.3669923,0.002691726,0.0008769655,0.001014904,0.001262024,0.002998591,0.0465105],"genre_scores_gemma":[0.8141932,0.004431734,0.1695861,0.0002856971,0.00011407,0.0002038145,0.0002283768,0.0001211167,0.01083597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002110559,"threshold_uncertainty_score":0.007060587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009884354101138979,"score_gpt":0.2202739960605514,"score_spread":0.2103896419594125,"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."}}