{"id":"W2064811136","doi":"10.1039/c1cy00236h","title":"Reduction of resazurin to resorufin catalyzed by gold nanoparticles: dramatic reaction acceleration by laser or LED plasmon excitation","year":2011,"lang":"en","type":"article","venue":"Catalysis Science & Technology","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Resazurin; Catalysis; Excitation; Laser; Photochemistry; Plasmon; Nanoparticle; Chemistry; Colloidal gold; Photocatalysis; Surface plasmon resonance; Materials science; Nanotechnology; Optoelectronics; Optics; Organic chemistry","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":[0.0007906341,0.0001674817,0.000283038,0.000592894,0.0003053882,0.00006974748,0.0006499042,0.0001285077,0.000116717],"category_scores_gemma":[0.0003319872,0.0001403802,0.00004646965,0.003144419,0.0006851812,0.000713946,0.0001114239,0.00008461466,0.0002222672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413812,"about_ca_system_score_gemma":0.0001014397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002316143,"about_ca_topic_score_gemma":0.00005199206,"domain_scores_codex":[0.9979227,0.00004691768,0.0005871241,0.0006432189,0.0003889819,0.000411081],"domain_scores_gemma":[0.9985964,0.00003938148,0.0003109675,0.0006968734,0.0002298445,0.0001264938],"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":[0.00006407816,0.0002200691,0.00009959679,0.000008650628,0.000004223014,4.43912e-7,0.0007498806,0.00001034612,0.9942133,0.0004996301,0.001458502,0.002671264],"study_design_scores_gemma":[0.0002048116,0.0001213725,0.0001880171,0.00002244068,0.00004133383,0.000007020123,0.00144645,0.0001354776,0.9966708,0.0005475762,0.0004461511,0.0001685888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981074,0.0000451358,0.0003693516,0.0006202856,0.0001020747,0.000371955,0.00002369411,0.0001744536,0.000185589],"genre_scores_gemma":[0.9976408,0.00001814478,0.001739589,0.00002630693,0.00001134823,0.0002223192,0.00002371927,0.00001306575,0.000304704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002551525,"threshold_uncertainty_score":0.5724537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267730800224833,"score_gpt":0.2530309074089518,"score_spread":0.2303535994067035,"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."}}