{"id":"W1984760131","doi":"10.1021/la0345439","title":"Effects of Vesicle Size and Shape on Static and Dynamic Light Scattering Measurements","year":2003,"lang":"en","type":"article","venue":"Langmuir","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Dynamic light scattering; Vesicle; Scattering; Light scattering; Optics; Biological system; Characterization (materials science); Static light scattering; Particle size; Physics; Materials science; Statistical physics; Chemistry; Molecular physics; Nanotechnology; Nanoparticle","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":[0.003207657,0.0007314082,0.0007647142,0.0006462969,0.0005697086,0.0009225612,0.0006440633,0.000551096,0.0007062958],"category_scores_gemma":[0.01217847,0.0007028352,0.0005899253,0.000496205,0.0008852088,0.0009202268,0.0008567255,0.0009227897,0.0004085793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012615,"about_ca_system_score_gemma":0.0004285805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741493,"about_ca_topic_score_gemma":0.001791399,"domain_scores_codex":[0.9969772,0.0006625114,0.0001551144,0.0003681051,0.001643165,0.000193928],"domain_scores_gemma":[0.9908822,0.007007511,0.0004031958,0.0006767982,0.0008597794,0.0001706221],"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":[0.0004187422,0.00003742059,0.001785795,0.0001243251,0.00003296449,0.0002484,0.0001331269,0.007072649,0.9725984,0.001285649,0.0001337671,0.01612881],"study_design_scores_gemma":[0.000007670454,0.0001263281,0.002812158,0.00001244725,0.00003629614,0.0002002857,0.00004773545,0.03694329,0.9586465,0.0005751708,0.0005564596,0.0000356672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8087183,0.003317571,0.1799944,0.0003426358,0.0001465683,0.0001735202,0.0004625825,0.0009390859,0.005905277],"genre_scores_gemma":[0.9741528,0.002386192,0.02092747,0.0001614451,0.00003328943,0.0001154582,0.0003349362,0.0003199721,0.00156848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003207657,"threshold_uncertainty_score":0.0169639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006080223677613262,"score_gpt":0.2302002600554237,"score_spread":0.2241200363778104,"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."}}