{"id":"W335091325","doi":"10.1007/978-3-642-16105-6_5","title":"Lipid Bilayer-Membrane Protein Coupling","year":2012,"lang":"en","type":"book-chapter","venue":"Biological and medical physics series","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Lipid bilayer; Membrane; Coupling (piping); Elasticity of cell membranes; Bilayer; Lipid bilayer phase behavior; Materials science; Chemical physics; Biophysics; Chemistry; Biology; Biochemistry; Composite material","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":[0.0001550717,0.0004990969,0.0003911283,0.0004493602,0.0003543771,0.0006762848,0.0007351877,0.0006150411,0.01121467],"category_scores_gemma":[0.0001976253,0.0002859803,0.0002506103,0.0004298886,0.0006726028,0.001183918,0.001057018,0.001066804,0.004869249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005758341,"about_ca_system_score_gemma":0.0003186466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002644138,"about_ca_topic_score_gemma":0.0002585405,"domain_scores_codex":[0.9999077,0.000008319553,0.000003062832,0.00002173011,0.00005058039,0.000008585264],"domain_scores_gemma":[0.9999608,0.00001726116,0.000002643149,0.000005654674,0.000008201635,0.00000547818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006000238,0.00007256232,0.00007054949,0.0005156839,0.00002508091,0.0003488523,0.0002041107,0.002798126,0.191535,0.5616704,0.02495007,0.2177495],"study_design_scores_gemma":[0.00002195005,0.0000830865,0.0006082713,0.0001307418,0.00002865637,0.001165223,0.00007116573,0.01052234,0.1281365,0.2509189,0.6082753,0.00003786127],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03425261,0.09467542,0.2519094,0.004875891,0.004842685,0.0002017884,0.0003695976,0.00119773,0.6076748],"genre_scores_gemma":[0.2126621,0.07262391,0.04929343,0.00166868,0.001262908,0.0003407237,0.0003971345,0.0005598395,0.6611912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01121467,"threshold_uncertainty_score":0.03751683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090890323702371,"score_gpt":0.2378077708549205,"score_spread":0.2168988676178968,"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."}}