{"id":"W3201659733","doi":"10.1103/physreva.105.023702","title":"Quantized quasinormal-mode theory of coupled lossy and amplifying resonators","year":2022,"lang":"en","type":"article","venue":"Physical review. A/Physical review, A","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; Alexander von Humboldt-Stiftung","keywords":"Physics; Quantization (signal processing); Observable; Operator (biology); Fock space; Dissipative system; Lossy compression; Quasinormal mode; Hilbert space; Resonator; Quantum mechanics; Electromagnetic field; Statistical physics; Mathematics; Scalar field; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007719414,0.0004612687,0.001820535,0.00005169464,0.0001544592,0.0000202628,0.0004996175,0.00003044383,0.0001340527],"category_scores_gemma":[0.0004435068,0.0003843579,0.0005958263,0.0007255912,0.0002017883,0.0001976239,0.0003218284,0.0006994005,0.00007515955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008982052,"about_ca_system_score_gemma":0.00005048151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002112532,"about_ca_topic_score_gemma":0.000001654005,"domain_scores_codex":[0.9970965,0.000381826,0.0007491421,0.0005002567,0.0007248914,0.0005473254],"domain_scores_gemma":[0.9978416,0.0009402962,0.0002059004,0.0006430896,0.00007780414,0.0002913333],"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":[0.0002132213,0.001975399,0.0003121748,0.08984587,0.000750007,0.00005559087,0.0006350188,0.0004449465,0.06468008,0.760501,0.003871349,0.07671534],"study_design_scores_gemma":[0.003149367,0.001171454,0.001979066,0.03160132,0.003678924,0.00007145053,0.0001833472,0.4701692,0.0121808,0.2469172,0.2250423,0.003855551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5680473,0.4242191,0.0009051416,0.0003265068,0.000163407,0.001439588,0.00009007318,0.0003436684,0.004465223],"genre_scores_gemma":[0.8308411,0.1675099,0.0001566172,0.0009565718,0.0001061644,0.0003157059,0.00002783025,0.00006576997,0.00002038175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5135837,"threshold_uncertainty_score":0.9998608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572415000428783,"score_gpt":0.3282633583469926,"score_spread":0.3125392083427047,"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."}}