{"id":"W2804198450","doi":"10.1103/physrevb.98.045309","title":"Pulsed excitation dynamics in quantum-dot–cavity systems: Limits to optimizing the fidelity of on-demand single-photon sources","year":2018,"lang":"en","type":"article","venue":"Physical review. B./Physical review. B","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Photon; Physics; Quantum dot; Dephasing; Single-photon source; Quantum decoherence; Excitation; Cavity quantum electrodynamics; Phonon; Scattering; Quantum mechanics; Computational physics; Quantum; Open quantum system","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":[0.001451585,0.0004545698,0.001306031,0.0001462607,0.0001875568,0.000143635,0.001461642,0.00004931573,0.000006090322],"category_scores_gemma":[0.001034539,0.0003084378,0.000572959,0.002462253,0.0002345806,0.0006969221,0.0002475122,0.0004245852,0.000286753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669934,"about_ca_system_score_gemma":0.00007375039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005243606,"about_ca_topic_score_gemma":0.00001631192,"domain_scores_codex":[0.9958116,0.0007107358,0.001227874,0.0006555595,0.001045717,0.0005485222],"domain_scores_gemma":[0.9963242,0.0008477862,0.000716711,0.001342767,0.0005053201,0.0002632387],"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":[0.00003343545,0.001012012,0.0001214764,0.005209682,0.00004626494,0.000002387572,0.0008793186,0.0002284225,0.002231221,0.9591799,0.001804346,0.0292515],"study_design_scores_gemma":[0.000449186,0.001170665,0.001765812,0.01925443,0.0001395005,0.000004999079,0.00009969041,0.9194822,0.002529071,0.04669798,0.007605665,0.0008007624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7555856,0.01382371,0.2138677,0.007167749,0.0005628102,0.004514079,0.0000392552,0.0002387471,0.004200359],"genre_scores_gemma":[0.9858239,0.007651038,0.0005159578,0.005523879,0.0002220989,0.0002188051,0.00001662034,0.00002248992,0.000005217352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9192538,"threshold_uncertainty_score":0.9999368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02866082307650156,"score_gpt":0.3426383010518442,"score_spread":0.3139774779753426,"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."}}