{"id":"W2748258251","doi":"10.1016/b978-0-12-418698-9.00001-0","title":"Biomimetic Membrane Supported at a Metal Electrode Surface","year":2014,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Electrode; Metal; Surface (topology); Membrane; Nanotechnology; Chemistry; Metallurgy; Geometry; Biochemistry; Mathematics","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":[0.00005086964,0.0003771191,0.0001896299,0.0002813377,0.0002151237,0.0004672035,0.0005368133,0.0005412136,0.003729176],"category_scores_gemma":[0.00007293087,0.000214763,0.0001933189,0.0003068419,0.0002149195,0.0005381372,0.0003083237,0.0004422134,0.001956618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362635,"about_ca_system_score_gemma":0.0001026593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002370501,"about_ca_topic_score_gemma":0.0003386037,"domain_scores_codex":[0.9999534,0.000001955822,0.000002583488,0.00001026497,0.00002629426,0.000005451611],"domain_scores_gemma":[0.999983,0.000006194304,0.000002374704,0.000002702939,0.000003649481,0.000002122674],"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":[0.00003108045,0.00002070199,0.00003514844,0.0001819693,0.000006278755,0.0003439576,0.00003999427,0.0002453818,0.9590324,0.007135971,0.001444376,0.03148284],"study_design_scores_gemma":[0.0000112945,0.0001155589,0.0006786746,0.00006590227,0.00001458708,0.0007161901,0.00003582652,0.001852802,0.8912882,0.003701488,0.101505,0.00001456713],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4765248,0.04791797,0.08006809,0.002383651,0.003865996,0.0001341842,0.001077172,0.00166699,0.3863612],"genre_scores_gemma":[0.5196566,0.02032782,0.0337951,0.0005678798,0.0003064218,0.00008659533,0.0008594804,0.0002012467,0.4241989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003729176,"threshold_uncertainty_score":0.01247531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008459376978221883,"score_gpt":0.2276697054592301,"score_spread":0.2192103284810082,"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."}}