{"id":"W2530517943","doi":"10.1021/acsbiomaterials.6b00469","title":"Biomechanical Design of Elastic Protein Biomaterials: A Balance of Protein Structure and Conformational Disorder","year":2016,"lang":"en","type":"article","venue":"ACS Biomaterials Science & Engineering","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Toughness; Materials science; Stiffness; Ultimate tensile strength; Viscoelasticity; Extensibility; Nanotechnology; Composite material; Computer science","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":[0.0005112625,0.0005268719,0.000385683,0.0004030692,0.0002921581,0.0005942242,0.000305655,0.0005613399,0.0005019296],"category_scores_gemma":[0.0002623231,0.0002847084,0.0002793395,0.0002032292,0.0003691928,0.0008293956,0.0003204507,0.0005522157,0.000514892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003906156,"about_ca_system_score_gemma":0.0004007862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001514538,"about_ca_topic_score_gemma":0.0005566094,"domain_scores_codex":[0.9998615,0.00003039058,0.00001469222,0.00002382015,0.0000468036,0.00002273253],"domain_scores_gemma":[0.9998919,0.00002756431,0.00003423176,0.000006357004,0.00001957206,0.00002040638],"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":[0.00002760802,0.00004714303,0.0002718794,0.0006428114,0.00001994863,0.0001580478,0.0000642941,0.002317867,0.9654249,0.009886382,0.0004668484,0.0206723],"study_design_scores_gemma":[0.00006453898,0.0009207709,0.002009312,0.0002289577,0.00009411472,0.001358884,0.0001908989,0.01237512,0.8424427,0.009124626,0.1311108,0.00007926538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.553106,0.1621074,0.2562294,0.004246121,0.0008744073,0.0005906025,0.0004044323,0.0005372391,0.02190441],"genre_scores_gemma":[0.6805121,0.1171141,0.19088,0.001242633,0.0003500659,0.0005151525,0.0003376484,0.0001540038,0.008894208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005942242,"threshold_uncertainty_score":0.002834141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041185349338054,"score_gpt":0.2249014050488731,"score_spread":0.2144895515554925,"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."}}