{"id":"W4408849958","doi":"10.1063/5.0251458","title":"One-pot microemulsion synthesis of luminescent core@shell lanthanide-doped nanoparticles","year":2025,"lang":"en","type":"article","venue":"APL Materials","topic":"Lanthanide and Transition Metal Complexes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Engineering and Physical Sciences Research Council; HORIZON EUROPE European Research Council; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme","keywords":"Microemulsion; Lanthanide; Materials science; Nanoparticle; Luminescence; Doping; Chemical engineering; Nanotechnology; Core (optical fiber); Shell (structure); Inorganic chemistry; Organic chemistry; Optoelectronics; Composite material; Ion; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000507075,0.0001811304,0.0005174801,0.0001103065,0.0001073038,0.00008821472,0.0003086633,0.00007218104,0.002050912],"category_scores_gemma":[0.0001215824,0.0001572723,0.00007449097,0.0001752828,0.000130216,0.0001530636,0.0001136935,0.00003067639,0.0003779893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002171602,"about_ca_system_score_gemma":0.00003973797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003345253,"about_ca_topic_score_gemma":0.00003004033,"domain_scores_codex":[0.9983502,0.0001719557,0.0006163273,0.0003292102,0.000225692,0.000306598],"domain_scores_gemma":[0.9990886,0.0001858396,0.0001756552,0.0003832481,0.0001098061,0.00005678556],"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":[0.000202188,0.0001589577,0.0001516515,0.0002701916,0.00002209796,0.000005683011,0.00005543239,0.000001685493,0.9951016,0.003464141,0.0003641272,0.0002021879],"study_design_scores_gemma":[0.0003329664,0.00004453612,0.002764074,0.0002729324,0.00009278137,0.000003732307,0.0000462489,0.000002858917,0.993597,0.00236561,0.0003153648,0.0001619405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974359,0.00009574741,0.00006837084,0.0002301611,0.000789907,0.0002766981,0.0002254306,0.00009780881,0.0007800077],"genre_scores_gemma":[0.9983594,0.00005267859,0.001058291,0.0001892273,0.00006126567,0.00003770044,0.00001793076,0.00001688552,0.0002065496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002612423,"threshold_uncertainty_score":0.9988614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691345907397864,"score_gpt":0.2598131926792889,"score_spread":0.2328997336053102,"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."}}