{"id":"W3149259302","doi":"10.1016/j.jlumin.2021.118075","title":"Fully nonlinear photocarrier radiometry / modulated photoluminescence dynamics in semiconductors: Theory and applications to quantitative deconvolution of multiplexed photocarrier density wave interference and recombination processes","year":2021,"lang":"en","type":"article","venue":"Journal of Luminescence","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Foundation for Innovation","keywords":"Deconvolution; Photoluminescence; Carrier lifetime; Superposition principle; Semiconductor; Wafer; Optoelectronics; Nonlinear system; Interference (communication); Excitation; Modulation (music); Materials science; Optics; Physics; Computer science; Silicon; Telecommunications","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":[0.0008990784,0.0003759302,0.0002950297,0.0004240448,0.0002220703,0.0007184716,0.0007862823,0.0005484314,0.0008407119],"category_scores_gemma":[0.00148033,0.0003766469,0.0003524458,0.0003278199,0.001272228,0.001279978,0.0005562235,0.0005750675,0.0001880953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315589,"about_ca_system_score_gemma":0.0005747494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008718187,"about_ca_topic_score_gemma":0.001025402,"domain_scores_codex":[0.9996876,0.00008403388,0.00001346222,0.00007832535,0.0001093157,0.00002740677],"domain_scores_gemma":[0.9995304,0.0002680707,0.00007319878,0.00006740597,0.00004675331,0.00001426739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002862451,0.0002122763,0.002046275,0.0002954983,0.00007057562,0.0002243843,0.000576407,0.1284215,0.5522144,0.2352035,0.0006908082,0.07975801],"study_design_scores_gemma":[0.00000866623,0.00002259502,0.0003978031,0.000009534927,0.000006392004,0.00007538725,0.00001385897,0.9065403,0.08255541,0.009856968,0.0004932969,0.00001982895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1808246,0.0006543031,0.8142189,0.0002538444,0.00002849256,0.0000564517,0.00008540723,0.0003479879,0.003529995],"genre_scores_gemma":[0.8558438,0.0005020703,0.139392,0.0001039107,0.00003297558,0.00007249748,0.00007646446,0.00008509215,0.003891187],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001315589,"threshold_uncertainty_score":0.009545326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659977227267975,"score_gpt":0.2520357360824618,"score_spread":0.235435963809782,"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."}}