{"id":"W4414313566","doi":"10.1364/cleo_fs.2025.ff154_1","title":"Quantum State Discrimination with Optical Metasurfaces","year":2025,"lang":"en","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":"Quantum; Polarization (electrochemistry); Quantum dot; State (computer science); Quantum state; Quantum sensor; Element (criminal law)","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":[0.0002205656,0.0003526873,0.0002585536,0.000247955,0.0001748842,0.0006154716,0.0005803937,0.0005534558,0.0007995002],"category_scores_gemma":[0.000707666,0.0001879906,0.0002045508,0.0002200738,0.0006180869,0.0006691916,0.0006456511,0.000571722,0.0002317757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003203019,"about_ca_system_score_gemma":0.0001098452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007511213,"about_ca_topic_score_gemma":0.00008448961,"domain_scores_codex":[0.9997715,0.00002767108,0.0000130252,0.00004079106,0.0001126808,0.00003444832],"domain_scores_gemma":[0.999668,0.0001156303,0.0000806504,0.00007062033,0.00004624416,0.0000187822],"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":[0.00004948902,0.00002003184,0.0001857856,0.00004513221,0.000006408359,0.00006073551,0.00002426434,0.0009748627,0.9852013,0.008933546,0.0001053499,0.004393002],"study_design_scores_gemma":[0.00001993035,0.00007891415,0.0002673042,0.000006793595,0.000008246021,0.0001509599,0.00001652837,0.01938116,0.975026,0.002824152,0.002205771,0.00001435866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871117,0.0009301807,0.09435201,0.0006992894,0.0002935558,0.00004330682,0.00008757434,0.0003957564,0.01608666],"genre_scores_gemma":[0.9787072,0.0001774157,0.02008734,0.00005958477,0.00001760682,0.00001454205,0.00002409091,0.00003068176,0.0008816011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007995002,"threshold_uncertainty_score":0.002674639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00916375279943606,"score_gpt":0.2397246839457648,"score_spread":0.2305609311463287,"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."}}