{"id":"W2072760498","doi":"10.1039/c4nr00580e","title":"Determination of nanoparticles using UV-Vis spectra","year":2015,"lang":"en","type":"article","venue":"Nanoscale","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Nanoparticle; Aqueous solution; Characterization (materials science); Colloidal gold; Nanotechnology; Materials science; Chemistry; Analytical Chemistry (journal); Chromatography; Physical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006074891,0.0009444571,0.0004374038,0.001150171,0.0004345545,0.0008262163,0.0005708777,0.0009718993,0.001356412],"category_scores_gemma":[0.0008556023,0.0003706563,0.0004498769,0.0005611323,0.0004581493,0.0006151241,0.0004561041,0.0007764151,0.001580815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005046356,"about_ca_system_score_gemma":0.000280646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008957282,"about_ca_topic_score_gemma":0.001806444,"domain_scores_codex":[0.9989473,0.0001302383,0.00007059978,0.0004188896,0.0003771515,0.00005575887],"domain_scores_gemma":[0.9995616,0.0001191195,0.00006793884,0.00003865755,0.0001873931,0.00002520259],"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":[0.00002445575,0.00002141382,0.0003195808,0.0001044053,0.00001424013,0.00001612456,0.00002491197,0.0001213527,0.9938625,0.00009451051,0.0001003777,0.00529617],"study_design_scores_gemma":[0.000001697518,0.00006789591,0.0009823255,0.000009445395,0.00001578331,0.00006748733,0.00002064103,0.001389683,0.9955329,0.0001165512,0.001785482,0.0000101922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6412915,0.0151912,0.3155617,0.0004935137,0.0003770783,0.0006481902,0.002979311,0.002983272,0.02047431],"genre_scores_gemma":[0.7222081,0.009375915,0.2529414,0.000538106,0.00007348177,0.0005886646,0.002045466,0.0002445217,0.01198423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001356412,"threshold_uncertainty_score":0.004537702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672331015390155,"score_gpt":0.2540098253256598,"score_spread":0.2272865151717582,"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."}}