{"id":"W4393871930","doi":"10.1021/acsnano.3c09221","title":"Electrophoretic Deposition Interferometric Scattering Mass Photometry","year":2024,"lang":"en","type":"article","venue":"ACS Nano","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Austrian Science Fund","keywords":"Interferometry; Photometry (optics); Scattering; Deposition (geology); Electrophoretic deposition; Materials science; Physics; Optics; Remote sensing; Nanotechnology; Astronomy; Geology; Stars","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011786,0.00110287,0.0007225526,0.001551571,0.0005003948,0.0008549755,0.001658205,0.000783845,0.004712821],"category_scores_gemma":[0.002037303,0.0004451452,0.0003933676,0.001070605,0.0006550183,0.0006316034,0.00104453,0.001479595,0.001578356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012836,"about_ca_system_score_gemma":0.0005347854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006111518,"about_ca_topic_score_gemma":0.000812312,"domain_scores_codex":[0.9980087,0.0002193728,0.00008977353,0.0003585545,0.001174279,0.0001493427],"domain_scores_gemma":[0.9990625,0.0002955484,0.0001567914,0.000146345,0.0003050761,0.00003375402],"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":[0.00005155951,0.00004189452,0.0005852225,0.0001119602,0.00000996366,0.00004496302,0.00005570187,0.0002838982,0.9853824,0.001807008,0.0009120078,0.01071337],"study_design_scores_gemma":[0.00001106774,0.00005960521,0.001370879,0.00001324105,0.000007763082,0.0001018271,0.00002809783,0.0100915,0.9837592,0.0004427625,0.004099908,0.00001414665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3969477,0.004106031,0.5477782,0.001260113,0.0009370039,0.001071215,0.002922519,0.005782568,0.03919473],"genre_scores_gemma":[0.6492195,0.003527051,0.3293756,0.0005917498,0.0001928406,0.001117254,0.001868599,0.0003606243,0.01374675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004712821,"threshold_uncertainty_score":0.01576596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107253460536837,"score_gpt":0.220254277794112,"score_spread":0.2095289317404283,"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."}}