{"id":"W2164538804","doi":"10.1109/dft.2006.31","title":"Fault Tolerant Active Pixel Sensors in 0.18 and 0.35 Micron Technologies","year":2006,"lang":"en","type":"article","venue":"","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"CMOS; Pixel; Consistency (knowledge bases); Image sensor; Fabrication; Fault (geology); Process (computing); Point (geometry); Electronic engineering; Computer science; Fault tolerance; Materials science; CMOS sensor; Artificial intelligence; Engineering; Mathematics","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":[0.00002492303,0.0001194127,0.0001251893,0.0001112942,0.00002015,0.0000238268,0.00005411379,0.00007181039,0.00001973785],"category_scores_gemma":[0.000007220739,0.0001080352,0.00001848356,0.0001306815,0.00004892654,0.00007263397,0.00002138526,0.0001382567,0.0000160737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003868098,"about_ca_system_score_gemma":0.000002621971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001734354,"about_ca_topic_score_gemma":0.0001509587,"domain_scores_codex":[0.9994816,0.00000493368,0.0001174017,0.0001372541,0.00005339824,0.0002053931],"domain_scores_gemma":[0.9998338,0.00002431023,0.000008911437,0.0001125453,0.00000850379,0.00001194963],"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":[0.00004238788,0.0001300019,0.01201406,0.0001630168,0.00005719485,0.0001235759,0.001129449,0.04826572,0.7930241,0.00220905,0.01455108,0.1282904],"study_design_scores_gemma":[0.001716489,0.00005062563,0.04903828,0.000141167,0.00002276923,0.0001146382,0.005987361,0.1026877,0.7903188,0.002480381,0.04629247,0.001149244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790257,0.0003348802,0.0001800225,0.0002214016,0.00005862291,0.00007765903,0.000004073488,0.0008018398,0.01929575],"genre_scores_gemma":[0.9982156,0.00005640133,0.0009551668,0.00001411068,0.0000140761,0.00000430005,0.000002146185,0.00001683736,0.000721322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1271412,"threshold_uncertainty_score":0.4405547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004167690477892198,"score_gpt":0.1848219521764853,"score_spread":0.1806542616985931,"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."}}