{"id":"W2003233856","doi":"10.1002/adfm.201500810","title":"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","year":2015,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":297,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Photocatalysis; Plasmon; Photon upconversion; Nanotechnology; Lanthanide; Optoelectronics; Doping; Catalysis; Ion","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"],"consensus_categories":[],"category_scores_codex":[0.0005895013,0.0006633628,0.0008306323,0.0002854602,0.0002196949,0.0001301721,0.0001881083,0.0003052028,0.00005685634],"category_scores_gemma":[0.0005219041,0.0006794045,0.00008158867,0.0004081515,0.0002957093,0.0009272808,0.0001826402,0.0002981616,0.000116725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005671376,"about_ca_system_score_gemma":0.0001844702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000694811,"about_ca_topic_score_gemma":0.001124164,"domain_scores_codex":[0.9967806,0.0001958759,0.0006948977,0.001156604,0.0005002583,0.0006717063],"domain_scores_gemma":[0.9978619,0.0006107673,0.0004797916,0.0005572882,0.0001842984,0.000305968],"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":[0.003783624,0.000188881,0.0003035612,0.0001523109,0.00003804537,0.00002709009,0.00009585967,0.00469445,0.9863764,0.00008891826,0.00008910915,0.004161756],"study_design_scores_gemma":[0.003392671,0.0004275331,0.002396073,0.0004395822,0.00005616958,0.00002516051,0.00009967371,0.0008866201,0.9894512,0.001900721,0.0002175894,0.0007069625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955739,0.00007708339,0.001457942,0.00003252969,0.000525126,0.001188944,0.0001351543,0.0002655907,0.0007437688],"genre_scores_gemma":[0.9974754,0.0001439015,0.001123507,0.00025509,0.0001268988,0.0003563062,0.0003234459,0.0001158091,0.00007958431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00380783,"threshold_uncertainty_score":0.9995657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159822038708232,"score_gpt":0.2466141418843863,"score_spread":0.225015921497304,"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."}}