{"id":"W2325207415","doi":"10.1021/la203207p","title":"Supported Lipid Bilayers on Biocompatible Polysaccharide Multilayers","year":2011,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Steacie Institute for Molecular Sciences; University of Ottawa","funders":"","keywords":"Polyelectrolyte; Fluorescence recovery after photobleaching; Chemical engineering; Lipid bilayer; Vesicle; Polymer; Biocompatibility; Chemistry; Membrane; Layer by layer; Polyelectrolyte adsorption; Substrate (aquarium); Quartz crystal microbalance; Adsorption; Materials science; Polymer chemistry; Layer (electronics); Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001636174,0.0004586544,0.0002091208,0.0002334012,0.000190231,0.0002565203,0.0002667967,0.0002944314,0.0006484223],"category_scores_gemma":[0.000250177,0.000202625,0.0002559713,0.0001544882,0.0001925037,0.0002984079,0.0003804194,0.000425521,0.0003565288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003693605,"about_ca_system_score_gemma":0.0001366694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007018463,"about_ca_topic_score_gemma":0.0008992639,"domain_scores_codex":[0.9998242,0.00002547593,0.00001268524,0.00002676146,0.00006574551,0.00004516796],"domain_scores_gemma":[0.9998578,0.00002762901,0.00003501155,0.00001359365,0.00003615302,0.00002979249],"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":[0.00001042637,0.000002940125,0.00003121254,0.00001429499,0.000002972367,0.00001678938,0.00001007616,0.0000598304,0.9995828,0.00003315154,0.000007798753,0.0002277544],"study_design_scores_gemma":[0.000004080971,0.0000427766,0.0004867694,0.000004733021,0.000006534753,0.00002830404,0.000010416,0.00105867,0.9977932,0.00001727691,0.0005436756,0.000003601001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951271,0.0006636093,0.003246526,0.00004849162,0.00001954896,0.00002233634,0.0001075384,0.00005323951,0.0007115592],"genre_scores_gemma":[0.9930273,0.0006243933,0.004913228,0.00003077531,0.000007142271,0.0000207815,0.0002045936,0.00002025,0.001151544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007018463,"threshold_uncertainty_score":0.002679884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06317155912089649,"score_gpt":0.2808699018099703,"score_spread":0.2176983426890738,"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."}}