{"id":"W1537173688","doi":"10.5772/13932","title":"Biomimetic Model Membrane Systems Serve as Increasingly Valuable in Vitro Tools","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Membrane; Biological membrane; Chemistry; Biophysics; Lipid bilayer; Micelle; Bilayer; Membrane fluidity; Vesicle; Model lipid bilayer; Membrane biology; Isothermal titration calorimetry; Biochemistry; Lipid bilayer phase behavior; Organic chemistry; Biology; Aqueous solution","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":[0.0007540064,0.0008968901,0.0009478376,0.0004612478,0.0003666958,0.001064088,0.0009394094,0.001254793,0.002700742],"category_scores_gemma":[0.0006329145,0.0004436505,0.0005772182,0.000447553,0.0005605352,0.001093289,0.000681437,0.001951472,0.001942287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000621812,"about_ca_system_score_gemma":0.0003080845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004484385,"about_ca_topic_score_gemma":0.000798211,"domain_scores_codex":[0.9994796,0.0002429116,0.00005049556,0.00008347443,0.0001107126,0.00003279973],"domain_scores_gemma":[0.9995627,0.0001762147,0.00009194606,0.00008187872,0.00005284169,0.00003441263],"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":[0.00009592483,0.00010553,0.0002353385,0.0009227403,0.00002916541,0.0001869331,0.00005268447,0.001484669,0.986565,0.003436028,0.0006846295,0.006201357],"study_design_scores_gemma":[0.00004246219,0.0005722925,0.0007812813,0.0001350455,0.00008474968,0.0005636408,0.00008560005,0.00521376,0.9101111,0.002381044,0.07999121,0.00003788064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3325325,0.1059732,0.518981,0.004022432,0.002383762,0.00120202,0.01069561,0.002040955,0.02216841],"genre_scores_gemma":[0.5736813,0.07473107,0.3192168,0.001655705,0.0004430205,0.002507824,0.01459766,0.0004269028,0.01273985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002700742,"threshold_uncertainty_score":0.009034872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309162092859709,"score_gpt":0.249731859263234,"score_spread":0.2188156499772631,"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."}}