{"id":"W7116786355","doi":"10.1109/ipc65510.2025.11282037","title":"Enhanced Receiver Operating Characteristics in Entanglement-Assisted LiDAR","year":2025,"lang":"","type":"article","venue":"","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs","funders":"","keywords":"Lidar; Dispersion (optics); Receiver operating characteristic; Fourier transform; Frequency domain; Fourier analysis","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":[0.0009598507,0.0003090933,0.0004022033,0.0003676407,0.0002979414,0.000814317,0.0006939238,0.000877233,0.001736822],"category_scores_gemma":[0.001549133,0.0001958858,0.0001675529,0.0003515336,0.0007171202,0.001281948,0.0006916365,0.0008818599,0.0005369203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045538,"about_ca_system_score_gemma":0.0002614504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000147881,"about_ca_topic_score_gemma":0.0002372692,"domain_scores_codex":[0.9993117,0.0001387082,0.00003073633,0.0001054333,0.0003059401,0.0001075117],"domain_scores_gemma":[0.9985305,0.0007278342,0.0003139767,0.0001448615,0.0002061827,0.00007656092],"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":[0.000279063,0.00006495599,0.0007280378,0.00007236378,0.000008622549,0.0001481668,0.0001903236,0.002496242,0.9811103,0.007410492,0.00008936347,0.007402027],"study_design_scores_gemma":[0.00004006691,0.0004437343,0.0007745637,0.00001435892,0.00002078234,0.0003602166,0.00003888592,0.05412055,0.9416738,0.001128081,0.001347095,0.00003789474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353283,0.000359591,0.06030208,0.0002657323,0.00002215201,0.00002971396,0.00006112413,0.0003141776,0.003317032],"genre_scores_gemma":[0.9909695,0.0001024905,0.007991742,0.00004480582,0.00001844682,0.00001436131,0.0000256456,0.00003140705,0.0008016444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001736822,"threshold_uncertainty_score":0.005810261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083876892341913,"score_gpt":0.277195766740341,"score_spread":0.2663569978169219,"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."}}