{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004907505,0.0004826823,0.0007383972,0.0004851114,0.0005562794,0.0008204303,0.001586402,0.001589623,0.008307057],"category_scores_gemma":[0.00225695,0.0004450396,0.0007522879,0.0004758851,0.0007074747,0.000756798,0.0009596907,0.001163733,0.0005579154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301223,"about_ca_system_score_gemma":0.001475099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006883853,"about_ca_topic_score_gemma":0.004287338,"domain_scores_codex":[0.9997405,0.00008469431,0.000009368571,0.00003444358,0.00009219319,0.00003862916],"domain_scores_gemma":[0.9991367,0.0006258053,0.00004686781,0.00005598344,0.00009988545,0.00003480702],"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":[0.00001732097,0.00002374195,0.0001909313,0.00003143304,0.00001042173,0.00003258724,0.00002635007,0.9824902,0.0009440345,0.0138977,0.0002715804,0.002063597],"study_design_scores_gemma":[0.000003891156,0.00000284651,0.00001354068,0.000001338585,7.576515e-7,0.000002046608,0.000002344622,0.9980698,0.0002151573,0.001468828,0.0002184584,0.000001027324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2079237,0.0003786328,0.7439387,0.0009267534,0.0002018404,0.0002405211,0.0009547693,0.002299036,0.04313603],"genre_scores_gemma":[0.819694,0.0002575856,0.1660563,0.0002716091,0.00003925062,0.0007437041,0.0005812874,0.0003448066,0.01201148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008307057,"threshold_uncertainty_score":0.02778989,"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."}}