{"id":"W4406515414","doi":"10.1021/acsnano.4c17702","title":"Biomimetic Confined Assembly of Plasmonic CuS from Electronic Waste for Rapid Photothermal Disinfection","year":2025,"lang":"en","type":"article","venue":"ACS Nano","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Photothermal therapy; Plasmon; Photothermal effect; Photosensitizer; Charge carrier; Materials science; Nanotechnology; Water disinfection; Nanoparticle; Surface plasmon resonance; Photocatalysis; Optoelectronics; Chemistry; Photochemistry; Catalysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0003865671,0.0001915788,0.0003235092,0.0002222621,0.00008106167,0.00003159864,0.000255325,0.0001816364,0.0001950094],"category_scores_gemma":[0.0001612532,0.0001799632,0.0001454499,0.0004211275,0.00004578934,0.00009883907,0.00003434997,0.0001101486,0.00003422803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193311,"about_ca_system_score_gemma":0.0001644239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006271502,"about_ca_topic_score_gemma":0.00006667873,"domain_scores_codex":[0.9985294,0.0002015808,0.000422207,0.0003542264,0.0001287774,0.0003638059],"domain_scores_gemma":[0.9986292,0.0005111572,0.0001816209,0.0005224645,0.0001163274,0.00003922214],"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":[0.0002338194,0.00009041921,0.0002407278,0.00002920593,0.000253574,2.822748e-7,0.00009854722,0.0001360249,0.972522,0.009018711,0.0003711311,0.0170056],"study_design_scores_gemma":[0.001683813,0.0001452934,0.001137725,0.0000304947,0.0001298718,8.448101e-7,0.00003697216,0.001040546,0.9658734,0.004649593,0.02511099,0.0001604765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720654,0.0005334257,0.02277177,0.0002507394,0.0006363547,0.0004558557,0.00003721968,0.000120242,0.003128996],"genre_scores_gemma":[0.994826,0.00004926947,0.002909104,0.0001034171,0.00008054228,0.0001338989,0.00008900931,0.00003693765,0.001771823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02473986,"threshold_uncertainty_score":0.7338688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247134446525773,"score_gpt":0.2771579014678839,"score_spread":0.2646865570026262,"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."}}