{"id":"W1996291021","doi":"10.1021/jp047510q","title":"Highly Stable Phospholipid Unilamellar Vesicles from Spontaneous Vesiculation:  A DLS and SANS Study","year":2004,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Steacie Institute for Molecular Sciences","funders":"Nanjing Institute of Technology; Advanced Foods and Materials Network","keywords":"Vesicle; Phospholipid; Pulmonary surfactant; Neutron scattering; Dynamic light scattering; Micelle; Small-angle neutron scattering; Dilution; Chemistry; Analytical Chemistry (journal); Materials science; Chromatography; Crystallography; Membrane; Chemical physics; Scattering; Thermodynamics; Physical chemistry; Nanotechnology; Optics; Nanoparticle; Aqueous solution","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":[0.0001785217,0.0002019483,0.0003729993,0.000007238108,0.0001366173,0.00006797172,0.0003203072,0.00006392639,0.0001365951],"category_scores_gemma":[0.00003769564,0.0001331996,0.0001050131,0.0001030796,0.00007774177,0.0001043207,0.00006155889,0.0003385576,0.000005732843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116234,"about_ca_system_score_gemma":0.00008259539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001747499,"about_ca_topic_score_gemma":0.000007504208,"domain_scores_codex":[0.9987693,0.00002853797,0.0003753583,0.0001545145,0.0004656639,0.0002066134],"domain_scores_gemma":[0.9989114,0.0002163924,0.0003337237,0.0002964348,0.00009761033,0.0001444419],"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":[0.0002881796,0.0004426996,0.0003170496,0.00002956025,0.0001481124,0.0001992977,0.001863407,0.0009252126,0.995505,0.00001080087,0.00002190558,0.0002487797],"study_design_scores_gemma":[0.001705023,0.0001385031,0.0007846662,0.0001276798,0.0002208209,0.0004596802,0.004021762,0.000117598,0.9905922,0.0009630994,0.000653123,0.0002158029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979368,0.0004079642,0.00001469679,0.0001274641,0.00003869655,0.00005680685,0.00001965203,0.0000164687,0.001381491],"genre_scores_gemma":[0.9987708,0.00002199726,0.00001724929,0.00001984398,0.0009519182,0.000001467078,0.000002437804,0.00002172305,0.0001925795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004912754,"threshold_uncertainty_score":0.5431721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007431944633821608,"score_gpt":0.2129825903545129,"score_spread":0.2055506457206913,"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."}}