{"id":"W2312910110","doi":"10.1021/la404434q","title":"Origins of Microstructural Transformations in Charged Vesicle Suspensions: The Crowding Hypothesis","year":2014,"lang":"en","type":"article","venue":"Langmuir","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Materials Research Science and Engineering Center, Harvard University; Procter and Gamble; University of California, Santa Barbara; National Science Foundation","keywords":"Vesicle; Crowding; Materials science; Chemistry; Crystallography; Chemical engineering; Mineralogy; Biology; Membrane; Engineering; Biochemistry","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":[0.0001207143,0.00007273559,0.0001335306,0.00002334715,0.00008455226,0.0000188637,0.0001447627,0.00004552657,0.0002792563],"category_scores_gemma":[0.00003762015,0.00004725069,0.00005118937,0.000120275,0.00002859795,0.00005991276,0.00001012813,0.0000797608,0.00001828652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005704293,"about_ca_system_score_gemma":0.00001010394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004597433,"about_ca_topic_score_gemma":0.0001681714,"domain_scores_codex":[0.9994465,0.00002286788,0.0002021852,0.00008335925,0.0001004924,0.0001445751],"domain_scores_gemma":[0.9996169,0.0001311065,0.00005696679,0.0001560798,0.00001853212,0.00002040027],"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":[0.00001993369,0.00002257031,0.02111277,0.00006151693,0.00001701637,9.873543e-7,0.002238813,0.00001301293,0.9661233,0.005833596,0.0001610621,0.004395439],"study_design_scores_gemma":[0.001193982,0.00001558842,0.1104885,0.0001345005,0.00002543379,0.00001994779,0.002434417,0.001175363,0.8222877,0.0007549786,0.06118129,0.0002882734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915953,0.00006456619,0.000008153457,0.0002414948,0.00005267722,0.00005018351,0.00001658087,0.00002388838,0.007947161],"genre_scores_gemma":[0.9996275,0.000005231068,0.00004324971,0.00004495668,0.00005648149,0.000007867836,0.000003930201,0.000008947082,0.0002018834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1438356,"threshold_uncertainty_score":0.305766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437709521577088,"score_gpt":0.2154251863378991,"score_spread":0.2010480911221282,"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."}}