{"id":"W2520760236","doi":"10.1038/srep33543","title":"Encoded diffractive optics for full-spectrum computational imaging","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"King Abdullah University of Science and Technology","keywords":"Optics; Computer science; Focus (optics); Diffraction; Zoom; Computation; Deconvolution; Image quality; Physics; Computer vision; Algorithm; Image (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":[0.0003013498,0.0001059032,0.00009779965,0.0001273429,0.0001726601,0.0001328316,0.00009990492,0.00002894482,0.00007210451],"category_scores_gemma":[0.00007094512,0.0000833504,0.00008038104,0.0002965737,0.0001889449,0.0002147691,0.00002201993,0.00004994397,0.00003521685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005885169,"about_ca_system_score_gemma":0.00003893694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.031397e-7,"about_ca_topic_score_gemma":0.000002832405,"domain_scores_codex":[0.9988394,0.00000587737,0.0002817557,0.0003649312,0.0002348244,0.0002732144],"domain_scores_gemma":[0.9991714,0.0001536662,0.00006565097,0.0003834211,0.0001263809,0.00009945671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003754889,0.0004216166,0.01096215,0.0001579332,0.0002599148,0.0001655438,0.0009998254,0.08518879,0.6728359,0.08325804,0.08351457,0.06219811],"study_design_scores_gemma":[0.0004264705,0.00003194142,0.00440677,0.00007097486,0.00004590069,0.0001805063,0.0001053746,0.1706978,0.03792911,0.7613087,0.02417114,0.0006252856],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1616167,0.00005892735,0.8297571,0.000861828,0.002805991,0.0005887827,0.00002523948,0.0004791587,0.003806313],"genre_scores_gemma":[0.9815841,0.000001123827,0.01789501,0.000007641812,0.00004930194,0.0001395116,0.00002229806,0.00001962115,0.0002813457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8199674,"threshold_uncertainty_score":0.3398931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009258861514450203,"score_gpt":0.2356350910796197,"score_spread":0.2263762295651695,"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."}}