{"id":"W2319281977","doi":"10.1021/nn402758w","title":"Using the Quartz Crystal Microbalance with Dissipation Monitoring to Evaluate the Size of Nanoparticles Deposited on Surfaces","year":2013,"lang":"en","type":"article","venue":"ACS Nano","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Quartz crystal microbalance; Materials science; Nanoparticle; Particle (ecology); Particle size; Polystyrene; Dynamic light scattering; Particle-size distribution; Nanotechnology; Chemical engineering; Adsorption; Chemical physics; Polymer; Composite material; Chemistry; 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":[0.0009547422,0.0005589518,0.0003826069,0.0007636342,0.0003578685,0.0006978934,0.000636611,0.0006495577,0.0007216253],"category_scores_gemma":[0.00206072,0.0003522367,0.0003045889,0.0004482498,0.0006191776,0.0007424672,0.0003380059,0.0007190987,0.0003455413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009022183,"about_ca_system_score_gemma":0.00043532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00152423,"about_ca_topic_score_gemma":0.002479191,"domain_scores_codex":[0.9991123,0.000100479,0.00004796691,0.0002315392,0.0004587473,0.0000488671],"domain_scores_gemma":[0.9984409,0.0008345276,0.0002443964,0.0001449319,0.0002910366,0.0000443164],"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":[0.00001642326,0.00001077141,0.0003511623,0.00004936897,0.000005858319,0.00001713482,0.00002346624,0.0001752784,0.9969231,0.0001405471,0.00004063948,0.00224622],"study_design_scores_gemma":[0.000004383376,0.0000755278,0.001742035,0.000002539307,0.000008879677,0.00003898758,0.00001779159,0.004703737,0.9926875,0.00007298677,0.0006355344,0.0000101582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.654586,0.002699703,0.3352503,0.000567403,0.0002246484,0.0002935713,0.0007900517,0.0009024962,0.004685879],"genre_scores_gemma":[0.8119761,0.001453954,0.1822936,0.0003644716,0.00005103166,0.0002787587,0.0003019906,0.0001089514,0.003171136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00152423,"threshold_uncertainty_score":0.00654608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766028706162056,"score_gpt":0.247732797924748,"score_spread":0.2300725108631274,"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."}}