{"id":"W4399670381","doi":"10.1117/12.3019318","title":"Fast resets of sub-windows on infrared detectors as a strategy for persistence mitigation","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"","keywords":"Persistence (discontinuity); Detector; Infrared; Computer science; Optics; Physics; Telecommunications; Engineering","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":[0.00006174716,0.0002402323,0.0003005863,0.0001145313,0.00004373015,0.00005744878,0.0002429715,0.0001927444,0.0000413312],"category_scores_gemma":[0.0000734333,0.0002092968,0.0002254958,0.0001147648,0.0001388869,0.00003129287,0.0004094772,0.0005106673,0.00002848899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005630624,"about_ca_system_score_gemma":0.0001072051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005648336,"about_ca_topic_score_gemma":0.000006707499,"domain_scores_codex":[0.9988436,0.00001464826,0.0002888691,0.0004591235,0.0001645117,0.0002292604],"domain_scores_gemma":[0.9990612,0.0001751997,0.0001443168,0.0004434915,0.0001330752,0.00004270504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002816566,0.0002860446,0.0006235908,0.0008618166,0.0006942666,0.000008369366,0.0004121434,0.04057372,0.0342,0.6474757,0.00169301,0.2728897],"study_design_scores_gemma":[0.0001683715,0.0002255737,0.0001248716,0.0003384764,0.00005199101,2.532164e-7,0.0007350863,0.004394308,0.2908162,0.702765,0.0001258137,0.0002540883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342039,0.0000620805,0.02153895,0.0003489899,0.0003054986,0.001148377,0.0002824108,0.0003610529,0.04174875],"genre_scores_gemma":[0.9873306,0.000002049355,0.01162664,0.00001007185,0.00007668082,0.00008157043,0.00008112397,0.00002922979,0.0007620335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2726356,"threshold_uncertainty_score":0.8534875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03281467565607206,"score_gpt":0.2964521581160193,"score_spread":0.2636374824599472,"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."}}