{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004210636,0.00007356455,0.00008287016,0.00001175593,0.00002529304,0.000006680923,0.00002948982,0.00004057378,0.000006021555],"category_scores_gemma":[0.00003186029,0.00006057167,0.00001505383,0.00002174257,0.00002403193,0.000001755529,0.00001657108,0.0000259273,8.929287e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000281981,"about_ca_system_score_gemma":0.000005837251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002150701,"about_ca_topic_score_gemma":0.000002852761,"domain_scores_codex":[0.9996209,0.00002517114,0.0000653165,0.0001375333,0.00005906486,0.00009207299],"domain_scores_gemma":[0.9998433,0.00001033494,0.00002612087,0.0000778812,0.00001192023,0.00003043147],"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":[0.0000146179,0.00001796236,0.002412883,0.0001012207,0.00001356193,0.000001468159,0.00004735884,2.202835e-7,0.9956083,0.00001124909,0.00002396353,0.001747154],"study_design_scores_gemma":[0.0004875392,0.0001321441,0.06702688,0.00002124824,0.00002336222,0.000006254917,0.00001172407,0.000002081253,0.9315149,0.00001176161,0.000691601,0.00007055638],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992353,0.0002560609,0.000005809025,0.00003889472,0.00005123822,0.00009616935,0.000002531032,0.000003887654,0.0003101068],"genre_scores_gemma":[0.9995341,0.00002862585,0.0001532227,0.0001457743,0.00001737271,0.000005270578,0.000003316482,0.000009072554,0.0001032387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.064614,"threshold_uncertainty_score":0.2470041,"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."}}