{"id":"W2170112682","doi":"10.1109/iscas.2000.858756","title":"An adaptive optical sensor","year":2002,"lang":"en","type":"article","venue":"","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Sensitivity (control systems); Electronic engineering; SIGNAL (programming language); Voltage; Modulation (music); Process (computing); Dynamic range; Electrical engineering; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000146714,0.00006315317,0.00005677348,0.00002104559,0.00001608946,0.00001775602,0.00004538964,0.00002405364,0.0009627416],"category_scores_gemma":[0.000003232401,0.00005702029,0.00001931254,0.00004961501,0.00001668345,0.00007133221,0.000003368046,0.00006559858,0.000650215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000117116,"about_ca_system_score_gemma":4.734383e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003351901,"about_ca_topic_score_gemma":0.00000234446,"domain_scores_codex":[0.9996701,0.000003972529,0.00005629386,0.0000744057,0.00005800782,0.0001371933],"domain_scores_gemma":[0.9997885,0.00001231686,0.000002007644,0.0001210855,0.000008876168,0.00006720528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003326262,0.0006029735,0.001944603,0.00007595695,0.0002774122,0.0004430866,0.004669233,0.1587633,0.1718691,0.07201222,0.1629783,0.4263306],"study_design_scores_gemma":[0.0001459254,0.00004580857,0.0007029161,0.000003660082,0.000006429158,0.00002325524,0.0002209393,0.9800434,0.01054225,0.00006251742,0.008015728,0.0001872087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5166976,0.00009542224,0.009984939,0.0001686837,0.0002100125,0.00005814578,0.000002375156,0.00133138,0.4714514],"genre_scores_gemma":[0.9914829,0.000007981057,0.006844767,0.00007497262,0.00008203018,0.000001115498,5.140612e-7,0.00001581137,0.001489912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8212801,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519932850507074,"score_gpt":0.1983645890726782,"score_spread":0.1831652605676075,"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."}}