{"id":"W2804799076","doi":"10.1021/acsomega.8b00651","title":"Analysis of Egg White Protein Composition with Double Nanohole Optical Tweezers","year":2018,"lang":"en","type":"article","venue":"ACS Omega","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Optical tweezers; Egg white; Trapping; Diffusion; Composition (language); Intensity (physics); Electrophoresis; Chemistry; Materials science; Biological system; Optics; Physics; Chromatography; Biology; Biochemistry; Thermodynamics","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":[0.00006222568,0.00009558102,0.0001887614,0.0001960875,0.00003093489,0.00001685635,0.0001112561,0.00008903023,0.000008206912],"category_scores_gemma":[0.00000317015,0.00007579739,0.00003930886,0.000693646,0.0001805159,0.00005970131,0.00003092557,0.00007484036,0.00001693948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002674761,"about_ca_system_score_gemma":0.000007098748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001548322,"about_ca_topic_score_gemma":0.00001159655,"domain_scores_codex":[0.9994729,0.000004628972,0.0001317076,0.0001218501,0.000110053,0.0001588252],"domain_scores_gemma":[0.9996347,0.0000069024,0.00002486649,0.0002487863,0.00005994796,0.00002483691],"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":[0.00005645641,0.00002777503,0.002778765,0.00002622826,0.0003905112,0.000004550061,0.0001380807,0.0002806099,0.9935207,0.0005725081,0.0009236649,0.001280107],"study_design_scores_gemma":[0.0003132765,0.0001329405,0.002614026,0.00003804053,0.0002183424,0.000003145474,0.00007437891,0.001580288,0.9937065,0.00002885879,0.001150976,0.0001392811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913785,0.00008689729,0.005983669,0.0001154505,0.00002897714,0.0001070647,0.000005840763,0.0003358078,0.001957718],"genre_scores_gemma":[0.9955769,0.000009514121,0.00425673,0.00001183531,0.00002066837,0.000004569301,0.00001567317,0.00001188561,0.0000921976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004198352,"threshold_uncertainty_score":0.3090928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009589811275192414,"score_gpt":0.2111227526783566,"score_spread":0.2015329414031642,"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."}}