{"id":"W4404564857","doi":"10.1109/dft63277.2024.10753532","title":"Image Degradation due to Interacting Hot Pixels and SEUs","year":2024,"lang":"en","type":"article","venue":"","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Degradation (telecommunications); Pixel; Computer science; Image (mathematics); Computer vision; Artificial intelligence; Telecommunications","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":[0.0005442073,0.0003202861,0.0002440841,0.0005968277,0.0001873815,0.0003433731,0.0002604478,0.0004923862,0.0009168958],"category_scores_gemma":[0.002340143,0.0002044597,0.0002910122,0.0002850754,0.000466988,0.0005513855,0.0004300888,0.0002561453,0.0001907843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003610293,"about_ca_system_score_gemma":0.0001043964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007650717,"about_ca_topic_score_gemma":0.0008342254,"domain_scores_codex":[0.9994973,0.00005594236,0.00001921314,0.0001051889,0.000264232,0.00005812305],"domain_scores_gemma":[0.9980596,0.001005135,0.0004835786,0.0001401947,0.0002291917,0.00008245672],"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":[0.001421052,0.0001930402,0.2578278,0.0003059526,0.000262751,0.004834654,0.0008446965,0.1528257,0.4891245,0.002237986,0.0006526089,0.0894693],"study_design_scores_gemma":[0.00002028904,0.001179705,0.3472046,0.00003985831,0.0001434399,0.00606095,0.0003364911,0.3567038,0.2848168,0.001324389,0.002109718,0.00006005914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560387,0.000783239,0.04059593,0.00003668333,0.00001564326,0.00002698874,0.00005573003,0.0002344298,0.002212779],"genre_scores_gemma":[0.9963247,0.0001137401,0.003004773,0.0000128232,0.000004768339,0.000004912605,0.00003212442,0.00001266854,0.0004894788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009168958,"threshold_uncertainty_score":0.003067315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007128111704545758,"score_gpt":0.2336146711511237,"score_spread":0.226486559446578,"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."}}