{"id":"W4366760304","doi":"10.1002/adma.202301837","title":"Thermally Stable Red‐Emitting Oxide Ceramics for Laser Lighting","year":2023,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Government of Saskatchewan; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alliance de recherche numérique du Canada; Siberian Branch, Russian Academy of Sciences; Guangdong Provincial Pearl River Talents Program; Canadian Light Source","keywords":"Materials science; Phosphor; Color rendering index; Photoluminescence; Laser; Ceramic; Luminous flux; Oxide; Optoelectronics; Luminescence; Luminous efficacy; Red light; Optics; Nanotechnology; Composite material; Metallurgy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002020158,0.0004543802,0.0007233821,0.0001447108,0.0004648134,0.0003835387,0.0006865697,0.0001610214,0.0005300356],"category_scores_gemma":[0.001531564,0.0003993292,0.00009809191,0.0003057694,0.0001189684,0.001265922,0.0003922431,0.00007151662,0.0008246152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654533,"about_ca_system_score_gemma":0.00009793519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003334335,"about_ca_topic_score_gemma":0.000006957053,"domain_scores_codex":[0.9962338,0.0001202398,0.001013699,0.0008600513,0.0004797399,0.001292474],"domain_scores_gemma":[0.997864,0.0003405619,0.0005159672,0.0007166561,0.0004104539,0.0001523501],"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":[0.0002962633,0.00002647857,0.00001960711,0.0002896766,0.00001090913,0.00001253353,0.0001778317,0.001729188,0.9955454,0.000352393,0.0009284081,0.0006112827],"study_design_scores_gemma":[0.0008976329,0.0000891604,0.0001052474,0.0001945477,0.00002359843,0.000008808192,0.0002988861,0.00002023946,0.984161,0.002379087,0.0112837,0.0005381097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992597,0.00005441572,0.0005792504,0.0004799454,0.002904282,0.00118596,0.0003303449,0.001343866,0.0005248822],"genre_scores_gemma":[0.9417078,0.0001140003,0.05319804,0.0004221471,0.000590593,0.0007428325,0.0001287687,0.0002017373,0.002894046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05261879,"threshold_uncertainty_score":0.9999533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982314438520101,"score_gpt":0.2652621103671987,"score_spread":0.2454389659819977,"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."}}