{"id":"W4220927739","doi":"10.1117/12.2608938","title":"Compressed ultrafast tomographic imaging using standard streak cameras","year":2022,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Axis Photonique (Canada); Université du Québec","funders":"","keywords":"Streak; Streak camera; Compressed sensing; Computer science; Computer vision; Artificial intelligence; Tomographic reconstruction; Iterative reconstruction; Image resolution; Subpixel rendering; Temporal resolution; Optics; Pixel; 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":[],"consensus_categories":[],"category_scores_codex":[0.00005091633,0.000123921,0.000151698,0.00007605451,0.000375866,0.00003975416,0.0001742496,0.00000870533,0.0008153434],"category_scores_gemma":[0.000004388202,0.0001211066,0.00006912564,0.0002884819,0.0001114,0.00008911368,0.0002220541,0.0002479991,0.0000026056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004555572,"about_ca_system_score_gemma":0.00002239941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002300544,"about_ca_topic_score_gemma":0.00000196787,"domain_scores_codex":[0.9991373,0.00002572172,0.0001419589,0.000227926,0.0001879135,0.0002791589],"domain_scores_gemma":[0.999571,0.00005242526,0.00005539136,0.0002470391,0.00003451781,0.00003967552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001112822,0.0003672252,0.4296575,0.00001093267,0.0002154878,0.00004531322,0.0002142537,0.0734527,0.08261289,0.2675232,0.001131974,0.1446572],"study_design_scores_gemma":[0.005512221,0.0004552664,0.006787589,0.00008073566,0.0002167531,0.00005020031,0.03234786,0.2217695,0.3045642,0.3534546,0.07131159,0.003449574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8439471,0.00002843259,0.1480941,0.0003394207,0.0001143934,0.0001371354,0.00007768518,0.000379098,0.006882561],"genre_scores_gemma":[0.9819215,2.634497e-7,0.01789816,0.00005069785,0.00003407538,0.000006997523,0.00001465047,0.00001803673,0.0000556048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4228699,"threshold_uncertainty_score":0.8927438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009225808710056524,"score_gpt":0.2471728904946583,"score_spread":0.2379470817846018,"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."}}