{"id":"W2322274257","doi":"10.1021/bm200266z","title":"Lipogels: Single-Lipid-Bilayer-Enclosed Hydrogel Spheres","year":2011,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bilayer; Lipid bilayer; Lipid bilayer phase behavior; Model lipid bilayer; Liposome; Chemistry; Self-healing hydrogels; Lipid bilayer fusion; Membrane; POPC; Chemical engineering; Biophysics; Materials science; Nanotechnology; Polymer chemistry; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007546178,0.0003248108,0.0002204216,0.0000583439,0.0001098719,0.00003391503,0.0004181702,0.0002663515,0.0003652811],"category_scores_gemma":[0.00004369506,0.0002853635,0.0002101431,0.0001450002,0.0001847798,0.000007473237,0.0001719876,0.0000835483,0.00009019518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001367952,"about_ca_system_score_gemma":0.00006520211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009092746,"about_ca_topic_score_gemma":0.0001137233,"domain_scores_codex":[0.9984186,0.00004967477,0.0002963115,0.0005844622,0.000192054,0.0004589136],"domain_scores_gemma":[0.9989983,0.000006150517,0.000112305,0.0006215336,0.00008192287,0.0001797233],"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":[0.00009077428,0.000191429,0.001249951,0.00001849921,0.00006213443,0.00003841495,0.00009400342,1.995531e-7,0.9916736,0.0001673418,0.0007809576,0.005632681],"study_design_scores_gemma":[0.0005666253,0.0004046291,0.001409439,0.00001410284,0.00005662157,0.00009552008,0.0001051385,0.000002064079,0.9772816,0.00011007,0.01955559,0.0003985637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864817,0.0003478435,0.0002624757,0.00002352387,0.0004934854,0.0002196185,0.00004088284,0.00007241627,0.01205804],"genre_scores_gemma":[0.9956571,0.00002977211,0.002591688,0.0003031116,0.0005528266,0.00002656153,0.0001136145,0.00005960965,0.0006657151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01877463,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969322203471372,"score_gpt":0.2373649405852483,"score_spread":0.2076717185505346,"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."}}