{"id":"W4402468072","doi":"10.1002/admi.202400339","title":"Temperature Promotes Photoluminescence in Lanthanide‐Doped 3D Ceramic Microarchitectures","year":2024,"lang":"en","type":"article","venue":"Advanced Materials Interfaces","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Erasmus+; University of Twente","keywords":"Materials science; Lanthanide; Photoluminescence; Ceramic; Doping; Optoelectronics; Nanotechnology; Composite material; Ion; Organic 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006295297,0.0006722555,0.0008227488,0.0003221823,0.0001385548,0.001008913,0.0009398172,0.0002229312,0.001927273],"category_scores_gemma":[0.0003048537,0.0005280163,0.00006492333,0.0003855768,0.0003700995,0.001360455,0.0004003242,0.000268596,0.0008329065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001833878,"about_ca_system_score_gemma":0.0001179073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002110756,"about_ca_topic_score_gemma":0.0001380098,"domain_scores_codex":[0.9961026,0.0002279456,0.001010543,0.001275228,0.000390143,0.0009935393],"domain_scores_gemma":[0.9987643,0.0001665572,0.0001728821,0.0006654692,0.0001111396,0.0001196575],"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":[0.0003520682,0.00007003998,0.00002416123,0.0007827865,0.00001288095,0.0001376655,0.0009598174,0.0001385108,0.9961056,0.00007249294,0.0001710075,0.001172955],"study_design_scores_gemma":[0.0004363528,0.0001822663,0.0000852005,0.001724501,0.000018118,0.0001250653,0.0002472259,0.00001242046,0.9945752,0.0006073495,0.001310265,0.0006760474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884872,0.003736803,0.00003485857,0.0004144672,0.005031516,0.001005627,0.0002626235,0.000819648,0.0002072093],"genre_scores_gemma":[0.990755,0.0002967212,0.00731377,0.0001717391,0.0002906001,0.0002851861,0.00004055498,0.0001284347,0.0007179601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007278911,"threshold_uncertainty_score":0.999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008063240140129595,"score_gpt":0.255214772631426,"score_spread":0.2471515324912964,"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."}}