{"id":"W4415524668","doi":"10.1109/pn66844.2025.11215170","title":"Quantum State Discrimination with Optical Metasurfaces","year":2025,"lang":"","type":"article","venue":"","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Measure (data warehouse); Polarization (electrochemistry); Quantum; State (computer science); Quantum dot; Quantum state; Quantum sensor","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":[0.0002777334,0.0003341027,0.0002598542,0.0002515909,0.0001632732,0.0006883296,0.000651642,0.0005723523,0.0007080957],"category_scores_gemma":[0.0008376341,0.0001850806,0.0001920846,0.0002341474,0.0006152464,0.0007034027,0.0007568604,0.0006526171,0.000231356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529588,"about_ca_system_score_gemma":0.0001334643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009299426,"about_ca_topic_score_gemma":0.0001069985,"domain_scores_codex":[0.9997023,0.0000364551,0.00001455256,0.00004433782,0.0001619526,0.0000403685],"domain_scores_gemma":[0.9995418,0.0001724985,0.0001069996,0.00008878161,0.00006440189,0.00002564177],"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":[0.00005388885,0.00002439626,0.0002384159,0.00005601861,0.000007880592,0.00008138371,0.000033619,0.001568518,0.9797363,0.01202934,0.0001241241,0.006046162],"study_design_scores_gemma":[0.00001861441,0.00009151793,0.0002940583,0.000008311648,0.000007272531,0.000154045,0.00002133721,0.02900272,0.9645145,0.003576205,0.00229513,0.00001640884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8827416,0.0009028605,0.1010609,0.000574553,0.0002494101,0.00004078072,0.00009206859,0.000481764,0.01385608],"genre_scores_gemma":[0.9784396,0.0001585873,0.02051101,0.00005096615,0.00001333596,0.00001372832,0.00002431305,0.00002714637,0.0007612602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007080957,"threshold_uncertainty_score":0.002560973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255798343093822,"score_gpt":0.2513975375922208,"score_spread":0.2388395541612826,"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."}}