{"id":"W2071435687","doi":"10.1109/cvpr.2010.5540166","title":"Sensor saturation in Fourier multiplexed imaging","year":2010,"lang":"en","type":"article","venue":"","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiplexing; Computer science; Dynamic range; Fourier transform; Image sensor; Computer vision; Iterative reconstruction; Transmission (telecommunications); Modulation (music); Artificial intelligence; Optics; Telecommunications; Physics; Acoustics","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":[0.00135036,0.0004675261,0.0004673399,0.0003554501,0.000272442,0.0005033397,0.0007779314,0.0008272546,0.0008328528],"category_scores_gemma":[0.005418423,0.0003833934,0.0002068589,0.0004496325,0.001148663,0.001507314,0.000870423,0.0005172108,0.0002662165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005389264,"about_ca_system_score_gemma":0.0002975945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005415226,"about_ca_topic_score_gemma":0.000357407,"domain_scores_codex":[0.9992107,0.0002050372,0.00002900296,0.0001333345,0.0003563582,0.00006552145],"domain_scores_gemma":[0.9975147,0.001711467,0.0003255774,0.0002001935,0.0002086304,0.00003941416],"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":[0.0007859971,0.0001682744,0.007622655,0.001465157,0.00007259921,0.0026155,0.001216998,0.07576644,0.6120504,0.06484116,0.002083356,0.2313115],"study_design_scores_gemma":[0.00001921827,0.0002135926,0.002614573,0.00007047386,0.00003533544,0.003525856,0.0001050682,0.565284,0.4058281,0.01552042,0.006725674,0.00005776492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1906936,0.003738667,0.796805,0.0004145552,0.00005761561,0.00006828504,0.00004563799,0.0006385436,0.007538078],"genre_scores_gemma":[0.901711,0.001979232,0.09318674,0.0001782599,0.00005875204,0.00005798698,0.00005364741,0.00008319555,0.00269105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00135036,"threshold_uncertainty_score":0.007141471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002689889562154033,"score_gpt":0.186226466366564,"score_spread":0.18353657680441,"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."}}