{"id":"W4392577793","doi":"10.1117/12.3000548","title":"Source to detector simulation of quantum photonic integrated circuits","year":2024,"lang":"en","type":"article","venue":"","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ansys (Canada)","funders":"","keywords":"Photonics; Photonic integrated circuit; Physics; Photon; Electronic circuit; Topology (electrical circuits); Electronic engineering; Computer science; Optoelectronics; Optics; Quantum mechanics; Electrical engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001505242,0.0000879592,0.0001093655,0.0001184188,0.00004291315,0.000140001,0.0004206479,0.0000358879,0.00003011671],"category_scores_gemma":[0.00002663875,0.00006332713,0.00006019022,0.0008785118,0.00000999306,0.0001527554,0.0001823095,0.0001061164,0.00004808995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002300842,"about_ca_system_score_gemma":0.00004156891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004102267,"about_ca_topic_score_gemma":0.000005949525,"domain_scores_codex":[0.9991458,0.00003259222,0.0001942949,0.0002741912,0.0001665587,0.0001865287],"domain_scores_gemma":[0.9993883,0.0002065718,0.00002435494,0.0002483804,0.00006218021,0.0000702644],"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":[0.000001605932,0.00001211191,0.00003078015,0.00003204338,0.00001186357,0.00000647799,0.0002877589,0.7911503,0.01031167,0.004037724,0.0003257396,0.193792],"study_design_scores_gemma":[0.00003748016,0.00006967301,0.00008019804,0.00008582752,0.000001797367,0.000003202465,0.00000897538,0.9872464,0.007306826,0.0003087055,0.004765482,0.00008541661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2027866,0.0001384218,0.7957215,0.0002117888,0.0004265106,0.00010178,2.852401e-7,0.0002732226,0.0003399373],"genre_scores_gemma":[0.9971725,0.00000184939,0.002233425,0.0001304207,0.00005766421,0.000002056855,4.567039e-7,0.000008006802,0.0003935884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7943859,"threshold_uncertainty_score":0.2582405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089956559439264,"score_gpt":0.2666915415359796,"score_spread":0.2457919759415869,"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."}}