{"id":"W4317214327","doi":"10.1103/physreva.107.013711","title":"Validation of classical modeling of single-photon pulse propagation","year":2023,"lang":"en","type":"article","venue":"Physical review. A/Physical review, A","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Physics; Photon; Fock space; Quantum mechanics; Covariant transformation; Quantum optics; Coupling (piping); Resolution (logic); Space (punctuation); Field (mathematics); Electromagnetic field; Quantum electrodynamics","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":[0.004716124,0.0004077978,0.0007430911,0.0008377559,0.001073379,0.002045306,0.003435254,0.001486751,0.003018416],"category_scores_gemma":[0.01373478,0.00036092,0.000627875,0.0005305838,0.003151438,0.00325076,0.001428162,0.002196784,0.0008387583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003118171,"about_ca_system_score_gemma":0.002551207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005850518,"about_ca_topic_score_gemma":0.001954019,"domain_scores_codex":[0.9973629,0.0009699521,0.00009051486,0.0002994905,0.001103508,0.0001736923],"domain_scores_gemma":[0.9913046,0.00445268,0.0004914376,0.001904091,0.001620008,0.0002270651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004068725,0.00004004653,0.0004642816,0.0001103188,0.00002630524,0.00007977163,0.0001373347,0.05467713,0.002407524,0.9346453,0.001358184,0.006013129],"study_design_scores_gemma":[0.00002525809,0.00005772826,0.0003739001,0.00004674593,0.00001038424,0.00005613434,0.00005929562,0.5098478,0.004051728,0.4791056,0.006323356,0.00004207938],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2334505,0.003900961,0.6641514,0.009092757,0.0009927629,0.000128444,0.0007637532,0.0007540531,0.08676532],"genre_scores_gemma":[0.9425489,0.00133646,0.05023476,0.0007779291,0.0001727524,0.0001425178,0.0002153688,0.0001434089,0.004427908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005850518,"threshold_uncertainty_score":0.02494156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03876541694212084,"score_gpt":0.3438749609274317,"score_spread":0.3051095439853109,"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."}}