{"id":"W2155984180","doi":"10.1109/jdt.2007.896749","title":"Red, Green, and Blue Light Through Cooperative Up-Conversion in Sol-Gel Thin Films Made With ${\\hbox{Yb}}_{0.80}{\\hbox{La}}_{0.15}{\\hbox{Tb}}_{0.05}{\\hbox{F}}_{3}$ and ${\\hbox{Yb}}_{0.80}{\\hbox{La}}_{0.15}{\\hbox{Eu}}_{0.05}{\\hbox{F}}_{3}$ Nanoparticles","year":2007,"lang":"en","type":"article","venue":"Journal of Display Technology","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Physics; Stereochemistry; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.007544389,0.003752953,0.005495008,0.003264371,0.001785681,0.001405814,0.004397318,0.003362606,0.001007659],"category_scores_gemma":[0.002695664,0.00308996,0.0007584575,0.003349764,0.005670595,0.005911138,0.002613792,0.004334738,0.0003276391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116006,"about_ca_system_score_gemma":0.001276901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007529338,"about_ca_topic_score_gemma":0.00106415,"domain_scores_codex":[0.9789444,0.001740415,0.006566123,0.004241146,0.003304782,0.005203144],"domain_scores_gemma":[0.9860836,0.002008615,0.004791304,0.003198869,0.002195223,0.001722385],"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":[0.006816278,0.001758562,0.009159104,0.001058354,0.0005799828,0.003887259,0.005761586,0.0004991086,0.9574359,0.002806153,0.006563805,0.003673912],"study_design_scores_gemma":[0.0161929,0.005382612,0.003514081,0.003502401,0.0009388124,0.01144805,0.01295098,0.0004745011,0.9133653,0.003821256,0.02400692,0.004402204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730422,0.006871728,0.001483126,0.009350686,0.003415592,0.003086843,0.0003003996,0.001091512,0.001357914],"genre_scores_gemma":[0.963679,0.003231776,0.02710477,0.002044096,0.0009542975,0.0002792369,0.00006762483,0.0006991497,0.001940022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04407061,"threshold_uncertainty_score":0.9999055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008603507527944818,"score_gpt":0.2451803354118868,"score_spread":0.236576827883942,"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."}}