{"id":"W4406099961","doi":"10.1103/physrevresearch.7.013018","title":"Photon transport in bimodal atom-cavity systems with waveguide coupling: Application to deterministic photon subtraction","year":2025,"lang":"en","type":"article","venue":"Physical Review Research","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canada First Research Excellence Fund","keywords":"Photon; Physics; Subtractor; Photonics; Subtraction; Quantum; Computational physics; Optics; Quantum mechanics; Optoelectronics; Mathematics; Adder","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006919826,0.0002895879,0.0003096478,0.000304102,0.0003493595,0.0004501812,0.0007224921,0.0003851009,0.0007878664],"category_scores_gemma":[0.000993592,0.000186488,0.0003016085,0.0002836845,0.00065333,0.0006755305,0.0006870686,0.0005154209,0.0000931836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009381531,"about_ca_system_score_gemma":0.0007115283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282063,"about_ca_topic_score_gemma":0.001019426,"domain_scores_codex":[0.999843,0.00002976541,0.000007706908,0.00002210425,0.00006996783,0.00002738266],"domain_scores_gemma":[0.9996159,0.000206736,0.00006162273,0.00004959408,0.0000428375,0.00002329332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003643367,0.0001282054,0.002773494,0.0001783968,0.00005247867,0.0003912483,0.0002740863,0.4443253,0.3502772,0.1890545,0.0001948609,0.01198577],"study_design_scores_gemma":[0.000007840293,0.00003559368,0.0002220025,0.000003491767,0.000007217267,0.00003191814,0.00001389094,0.9680535,0.02748603,0.00398517,0.0001426297,0.00001067406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7864121,0.0001502235,0.2099137,0.000119393,0.0000149407,0.00004483759,0.00003795007,0.0001324836,0.003174528],"genre_scores_gemma":[0.9862466,0.00006818381,0.01297692,0.0000124682,0.000002229693,0.00001967114,0.00001177085,0.00001543463,0.0006468085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001282063,"threshold_uncertainty_score":0.006806791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947779347613563,"score_gpt":0.3927537960540147,"score_spread":0.3532760025778791,"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."}}