{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000885551,0.0001239007,0.0001121486,0.0003127302,0.00002819591,0.0001210406,0.0001053087,0.00006289075,0.0001009521],"category_scores_gemma":[0.00001833823,0.0001175495,0.00004566995,0.001081859,0.0000129186,0.0001229124,0.00001666847,0.0001440709,0.0003683929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498712,"about_ca_system_score_gemma":0.000006664381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003548486,"about_ca_topic_score_gemma":4.975771e-7,"domain_scores_codex":[0.9992447,0.000009727372,0.0001437529,0.000158592,0.0001804935,0.0002626912],"domain_scores_gemma":[0.9997458,0.00003898206,0.000005340723,0.0001346526,0.00001789696,0.00005736395],"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":[0.000003384762,0.000007921096,0.0002498805,0.0001711698,0.00005632745,0.00002338202,0.00002861093,0.000381493,0.9829936,0.00008511874,0.0002307586,0.01576835],"study_design_scores_gemma":[0.0001411867,0.00007582029,0.001042967,0.0002420223,0.00004073426,0.00001986235,0.00001516383,0.01975928,0.9768246,0.0002378523,0.001322016,0.0002784302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972939,0.004605023,0.01746566,0.00002773731,0.0009893073,0.00008959618,0.000002717155,0.0005045437,0.003376412],"genre_scores_gemma":[0.9986386,0.0001937949,0.000951328,0.00002258522,0.00006806185,0.00002009416,0.000004018106,0.00004339704,0.00005813572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02569958,"threshold_uncertainty_score":0.4793531,"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."}}