{"id":"W4401568640","doi":"10.1109/pn62551.2024.10621812","title":"Inverse-Designed Metasurface for Multidimensional Spatial State Reconstruction","year":2024,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Inverse; Computer science; Inverse problem; State (computer science); Iterative reconstruction; Algorithm; Computer vision; Mathematics; Mathematical analysis; Geometry","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":[0.0001661874,0.0004192631,0.0003351615,0.0001933599,0.000116696,0.0004479894,0.0005118165,0.0005579944,0.0009469557],"category_scores_gemma":[0.000283598,0.0002005954,0.0002681869,0.0002199412,0.0004232341,0.0005493006,0.0005429827,0.0007580009,0.0004183137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002663857,"about_ca_system_score_gemma":0.000131855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006372793,"about_ca_topic_score_gemma":0.000111187,"domain_scores_codex":[0.9998367,0.00001876265,0.000008216202,0.00002639971,0.00008983321,0.0000200034],"domain_scores_gemma":[0.9998682,0.0000268534,0.00003006368,0.00004069211,0.00002492053,0.000009365094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004332951,0.0000267952,0.0001124292,0.00007545702,0.00001259891,0.00009301035,0.00005551497,0.003911331,0.9706133,0.01545182,0.000286979,0.009317397],"study_design_scores_gemma":[0.00001943139,0.00008518339,0.0001885437,0.00001123807,0.000009723986,0.000256327,0.00002452842,0.07590657,0.9156591,0.00304154,0.004773359,0.00002450163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3930987,0.001029873,0.5903969,0.0005535002,0.0002064585,0.00005557113,0.0002095962,0.001115475,0.01333394],"genre_scores_gemma":[0.7857449,0.000343488,0.2105233,0.00009503505,0.00002004506,0.00005040212,0.0001323945,0.0001090454,0.002981326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009469557,"threshold_uncertainty_score":0.003167927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835083129881513,"score_gpt":0.2668980089817147,"score_spread":0.2485471776828996,"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."}}