{"id":"W3161343149","doi":"10.3390/nano11051249","title":"Hot Electrons in TiO2–Noble Metal Nano-Heterojunctions: Fundamental Science and Applications in Photocatalysis","year":2021,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Photocatalysis; Plasmon; Materials science; Noble metal; Heterojunction; Plasmonic nanoparticles; Nanotechnology; Surface plasmon resonance; Photonics; Electron; Optoelectronics; Nanoparticle; Chemistry; Physics; Metal; Catalysis","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":[0.001076284,0.0006166741,0.002397821,0.001440097,0.0002050052,0.00024621,0.0006672199,0.0003365745,0.0002759432],"category_scores_gemma":[0.0001626295,0.000572967,0.000262124,0.003312224,0.000401452,0.0004701537,0.0004063382,0.0002319222,0.00005263573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127387,"about_ca_system_score_gemma":0.000678491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007408981,"about_ca_topic_score_gemma":0.0007816688,"domain_scores_codex":[0.9959679,0.0002875411,0.001343478,0.001277906,0.0004529528,0.0006702789],"domain_scores_gemma":[0.9980733,0.000171168,0.0005028259,0.001023319,0.0001109417,0.0001184569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004008097,0.001253992,0.00004623376,0.00756407,0.0005244975,0.00006978105,0.000317269,0.00002285225,0.3786842,0.01012843,0.0001566772,0.6011919],"study_design_scores_gemma":[0.0001912062,0.00003835772,0.000004746285,0.001379089,0.0003453907,0.00006280438,0.00004346771,0.000002039604,0.08015763,0.0002811683,0.916904,0.000590116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002612192,0.9922759,0.00005554327,0.000003413767,0.0001717448,0.003065142,0.0001490366,0.0001992393,0.001467792],"genre_scores_gemma":[0.002595044,0.9855044,0.001060387,0.00002191731,0.00009213296,0.009363192,0.0009223087,0.0001009908,0.0003395579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9167473,"threshold_uncertainty_score":0.9996722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03127939084368841,"score_gpt":0.3438271519533435,"score_spread":0.312547761109655,"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."}}