{"id":"W168056954","doi":"10.1016/s0076-6879(09)65001-1","title":"Spontaneously Formed Unilamellar Vesicles","year":2009,"lang":"en","type":"article","venue":"Methods in enzymology on CD-ROM/Methods in enzymology","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Brock University; Canadian Nuclear Laboratories","funders":"National Institute of Environmental Health Sciences","keywords":"Vesicle; Small-angle neutron scattering; Morphology (biology); Neutron scattering; Chemistry; Biophysics; Small-angle X-ray scattering; Lipid vesicle; Chemical engineering; Materials science; Nanotechnology; Scattering; Membrane; Optics; Biochemistry; Physics; Biology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005177186,0.0008586078,0.001441085,0.0008023679,0.0001466334,0.00002919573,0.001116654,0.00190511,0.0002063404],"category_scores_gemma":[0.002281985,0.0008278658,0.0003402039,0.0007633214,0.0006159145,0.00001867284,0.0002719851,0.001337063,0.00002459204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165703,"about_ca_system_score_gemma":0.0002253889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009669585,"about_ca_topic_score_gemma":0.0006836196,"domain_scores_codex":[0.9884378,0.006646024,0.001360076,0.001737373,0.0002425192,0.00157617],"domain_scores_gemma":[0.9965645,0.001178989,0.0003823189,0.001502637,0.0001177791,0.0002537593],"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":[0.0007313414,0.0004197507,0.00168073,0.00002293218,0.00004474283,0.0006600873,0.0002395615,0.0001528919,0.8841965,0.002985305,0.0003053775,0.1085608],"study_design_scores_gemma":[0.002985735,0.003352999,0.08384336,0.00004802702,0.00008302709,0.002514853,0.0001995966,0.00002681794,0.8556563,0.01753583,0.03263402,0.001119502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.963388,0.0009620835,0.0258428,0.000773749,0.002356775,0.0008534398,0.00001987789,0.00008623787,0.005716992],"genre_scores_gemma":[0.4074675,0.0002548783,0.5871355,0.003553714,0.0004923112,0.00008817972,0.00008225957,0.00008364949,0.0008420603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5612927,"threshold_uncertainty_score":0.9994172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681604665348707,"score_gpt":0.3855428429629094,"score_spread":0.3587267963094223,"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."}}