{"id":"W2762805349","doi":"10.1364/oe.25.0a1023","title":"Influence of luminescent material properties on stimulated emission luminescent solar concentrators (SELSCs) using a 4-level system","year":2017,"lang":"en","type":"article","venue":"Optics Express","topic":"Photochemistry and Electron Transfer Studies","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Connaught Fund; University of Toronto","keywords":"Luminescence; Laser linewidth; Materials science; Spontaneous emission; Optics; Refractive index; Amplified spontaneous emission; Laser; Wavelength; Radiative transfer; Quantum efficiency; Stokes shift; Optoelectronics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008604551,0.0003229071,0.000425066,0.00002128734,0.0004755205,0.0001144369,0.0005527359,0.0001811462,0.0000178296],"category_scores_gemma":[0.00008335468,0.0002764893,0.00008393427,0.00003128622,0.0002326041,0.0001493649,0.0001376796,0.0001850598,0.000002045066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280482,"about_ca_system_score_gemma":0.00008285356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000978303,"about_ca_topic_score_gemma":7.949006e-7,"domain_scores_codex":[0.998367,0.00001720092,0.0004472794,0.0003777197,0.0003550462,0.0004357361],"domain_scores_gemma":[0.998611,0.00001766863,0.0002636147,0.0007595139,0.0002204405,0.0001277488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004776498,0.0001474821,0.001251599,0.001760202,0.00008639002,0.00002377465,0.0003669131,0.001680791,0.9941305,0.00002834017,0.00001737419,0.00002896603],"study_design_scores_gemma":[0.0008425969,0.00003754016,0.0001618109,0.002144675,0.00007431366,0.00001084096,0.0002028449,0.003905331,0.9922491,0.000002318755,0.00006512742,0.0003035539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985296,0.00006246638,0.00003815458,0.00001585426,0.0001351731,0.0001831585,0.0001312416,0.00006941834,0.0008349459],"genre_scores_gemma":[0.9994642,0.00003225439,0.0001045379,0.00000659617,0.0001354275,0.00002461825,0.00001363837,0.00003330606,0.000185388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00222454,"threshold_uncertainty_score":0.9999687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03471414582902906,"score_gpt":0.2570497026293634,"score_spread":0.2223355568003343,"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."}}