{"id":"W4242152040","doi":"10.26434/chemrxiv-2021-9z37h","title":"Correlating topography and elastic properties of Elastin-Like Polypeptide scaffolds probed at the nanoscale: Intermodulation Atomic Force Microscopy experiments and Molecular Dynamic simulations","year":2021,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanoscopic scale; Elastin; Atomic force microscopy; Nanotechnology; Molecular dynamics; Biomaterial; Intermodulation; Materials science; Elastic modulus; Characterization (materials science); Chemistry; Biophysics; Microscopy; Composite material; Physics; Optics; Optoelectronics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001379975,0.0002904872,0.000198123,0.0002232145,0.0001712339,0.0002725776,0.0003681691,0.0006164543,0.0007645881],"category_scores_gemma":[0.0003785971,0.0001846565,0.0002048117,0.0002447356,0.0003361403,0.0003654963,0.0001918285,0.0003493112,0.00009358013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003450222,"about_ca_system_score_gemma":0.0002403058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002718552,"about_ca_topic_score_gemma":0.002192547,"domain_scores_codex":[0.9999266,0.00001182192,0.000003182287,0.00001614897,0.00002580251,0.00001653505],"domain_scores_gemma":[0.9998891,0.00005490106,0.00002285116,0.00001503133,0.0000107681,0.00000734019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002151538,0.0002648085,0.005028112,0.0001870681,0.00007391709,0.0003322861,0.0001674919,0.650584,0.329003,0.003605096,0.0002819461,0.01025708],"study_design_scores_gemma":[0.00002033239,0.00004643901,0.00268092,0.00000427151,0.000007054536,0.00002551225,0.0000266057,0.9668713,0.02944517,0.0004665428,0.0003919396,0.0000139003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852756,0.000163739,0.01235607,0.0001026111,0.0000107619,0.00001545425,0.0001696721,0.00008028136,0.001825702],"genre_scores_gemma":[0.9905425,0.0001858754,0.008571064,0.0000229251,0.000005201283,0.000032451,0.0001382955,0.00002874264,0.000473064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002718552,"threshold_uncertainty_score":0.005405486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008343313856592182,"score_gpt":0.2211745192089551,"score_spread":0.2128312053523629,"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."}}