{"id":"W1925913508","doi":"10.1002/adfm.201570132","title":"Photocatalysis: Harvesting Lost Photons: Plasmon and Upconversion Enhanced Broadband Photocatalytic Activity in Core@Shell Microspheres Based on Lanthanide‐Doped NaYF<sub>4</sub>, TiO<sub>2</sub>, and Au (Adv. Funct. Mater. 20/2015)","year":2015,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Photocatalysis; Photon upconversion; Plasmon; Lanthanide; Nanoparticle; Optoelectronics; Photon; Doping; Visible spectrum; Nanotechnology; Infrared; Chemical engineering; Photochemistry; Optics; Catalysis; Ion","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"],"consensus_categories":[],"category_scores_codex":[0.0009324093,0.001084602,0.00134835,0.0005063165,0.0003266851,0.0002379407,0.0003345379,0.000468851,0.0001227338],"category_scores_gemma":[0.0004865578,0.00109453,0.0001540482,0.0007018116,0.0004450332,0.001406395,0.0003137217,0.0004340666,0.00027132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007971649,"about_ca_system_score_gemma":0.0002650615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009791966,"about_ca_topic_score_gemma":0.001650417,"domain_scores_codex":[0.9949188,0.0003012014,0.001140519,0.001791156,0.0007981274,0.001050162],"domain_scores_gemma":[0.9967768,0.00066777,0.0007983227,0.0009713164,0.0002961699,0.0004896257],"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":[0.006057253,0.0003137288,0.0003421861,0.0002814226,0.0001013562,0.00004825908,0.0001458983,0.006108303,0.9834929,0.00004986984,0.000225288,0.002833507],"study_design_scores_gemma":[0.004480011,0.0005708553,0.001547755,0.0006469724,0.0001554956,0.00004277325,0.0001983222,0.001327556,0.9881451,0.001387621,0.0003685263,0.00112906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941332,0.0001552237,0.001485904,0.00004884903,0.0006921289,0.002020566,0.0003091761,0.000403511,0.0007514178],"genre_scores_gemma":[0.9960751,0.0002073545,0.001027713,0.0003446979,0.0001662971,0.0008627558,0.0009459633,0.0001968879,0.0001732271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004780747,"threshold_uncertainty_score":0.9991505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944674337264696,"score_gpt":0.2493361069127183,"score_spread":0.2298893635400714,"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."}}