{"id":"W3037692507","doi":"10.1364/oe.398353","title":"Effect of light scattering on upconversion photoluminescence quantum yield in microscale-to-nanoscale materials","year":2020,"lang":"en","type":"article","venue":"Optics Express","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Photoluminescence; Materials science; Photon upconversion; Quantum yield; Optoelectronics; Phosphor; Absorption (acoustics); Quantum dot; Particle size; Optics; Refractive index; Scattering; Microscale chemistry; Luminescence; Fluorescence; Physics; Chemistry","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":[0.0004799645,0.0003377168,0.0006877011,0.0001051531,0.00006571803,0.0001130122,0.0007445998,0.0001275369,0.0004043919],"category_scores_gemma":[0.0005355984,0.0002874506,0.00005949144,0.0002124516,0.0001189728,0.0003209313,0.0004396126,0.00009605678,0.0003832912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005528917,"about_ca_system_score_gemma":0.0000218396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005307513,"about_ca_topic_score_gemma":0.000001296196,"domain_scores_codex":[0.9976605,0.0001529178,0.0006499685,0.0006509292,0.0003674005,0.0005182704],"domain_scores_gemma":[0.9988228,0.0001830817,0.0002166516,0.0004976809,0.0000708016,0.0002089621],"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":[0.001240916,0.00005892911,0.0001915779,0.0006543015,0.000002496621,0.00002094584,0.0006054702,0.0001779019,0.9967077,0.00002478041,0.0002685988,0.00004641054],"study_design_scores_gemma":[0.0005897535,0.0009693377,0.00005455109,0.0007613958,0.00001145596,0.000003160246,0.00004917931,0.00004949594,0.996962,0.0000051231,0.0002323103,0.0003123039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969786,0.00002565211,0.0001541061,0.000689988,0.001087907,0.0007333808,0.0000667443,0.00008496821,0.0001785838],"genre_scores_gemma":[0.9974403,0.00001784106,0.00181606,0.0003939833,0.0001384671,0.00007357045,0.000004954247,0.00004844835,0.00006633642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001661954,"threshold_uncertainty_score":0.9999577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499826699329995,"score_gpt":0.2453247854424117,"score_spread":0.2303265184491117,"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."}}