{"id":"W3066003195","doi":"10.1109/pn50013.2020.9166951","title":"Design for Faster Measurement of Mueller Matrices in Double Pass Retinal Imaging","year":2020,"lang":"en","type":"article","venue":"","topic":"Optical Polarization and Ellipsometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Polarimeter; Mueller calculus; Polarimetry; Optics; Measure (data warehouse); Matrix (chemical analysis); Computer science; Waveplate; Telescope; Sample (material); Physics; Materials science","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":[0.001621493,0.001185908,0.0008239438,0.0009359876,0.0004500334,0.001186877,0.00136998,0.0008693811,0.003193061],"category_scores_gemma":[0.002024586,0.0008607354,0.0003768665,0.0009197833,0.0004486358,0.001335684,0.0008959417,0.0009314629,0.001644906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278227,"about_ca_system_score_gemma":0.001103802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009097058,"about_ca_topic_score_gemma":0.002017442,"domain_scores_codex":[0.998607,0.0002297833,0.00006949918,0.0003018694,0.0006803782,0.0001115337],"domain_scores_gemma":[0.9973637,0.0004935601,0.0006713217,0.0003208641,0.001006957,0.0001435962],"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":[0.0004350007,0.0002940626,0.001718411,0.0003678252,0.00006261779,0.0001682614,0.0003246312,0.007614606,0.853669,0.01080698,0.002515388,0.1220231],"study_design_scores_gemma":[0.0001854034,0.001230273,0.003807586,0.0001025397,0.00007022438,0.000848351,0.0001019484,0.142415,0.8172169,0.00272893,0.03111509,0.0001777142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05436635,0.0004497541,0.9390355,0.0002786561,0.0001017541,0.0004994873,0.0002195579,0.001942669,0.003106371],"genre_scores_gemma":[0.1245897,0.000302725,0.8717653,0.000119615,0.00003911862,0.0005085274,0.0002284213,0.000155939,0.002290629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003193061,"threshold_uncertainty_score":0.01068181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0533537410742017,"score_gpt":0.2378793274418217,"score_spread":0.18452558636762,"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."}}