{"id":"W2608566710","doi":"10.1038/s41598-017-01476-y","title":"In vitro fibrillogenesis of tropocollagen type III in collagen type I affects its relative fibrillar topology and mechanics","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Fibrillogenesis; Fibril; Biophysics; Stiffness; Indentation; Transmission electron microscopy; Collagen fibril; Materials science; Elastic modulus; In vitro; Chemistry; Crystallography; Composite material; Nanotechnology; Biochemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001228334,0.0001355521,0.0003275515,0.0002393991,0.0002914926,0.0001910347,0.0001505519,0.0001416702,0.0003510338],"category_scores_gemma":[0.0006918893,0.0001340237,0.00003357973,0.0004328635,0.00015826,0.0005361338,0.000161995,0.00003802619,0.00002394845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007797125,"about_ca_system_score_gemma":0.0002031146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008544077,"about_ca_topic_score_gemma":0.0002194494,"domain_scores_codex":[0.9982971,0.0001210566,0.0004572816,0.0005909714,0.0002730098,0.0002606003],"domain_scores_gemma":[0.9983779,0.00004939489,0.0006287676,0.0006613209,0.0002069683,0.00007562049],"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":[0.0001226814,0.00002607856,0.00116936,0.00002638584,0.000003924732,0.0001833093,0.0004298752,0.00002867664,0.9972638,0.0001966035,0.0003448065,0.0002044543],"study_design_scores_gemma":[0.0002881913,0.00006586357,0.008603072,0.00003340433,0.00001245494,0.0001157836,0.0001225138,0.0003361305,0.9831641,0.001392592,0.005701308,0.0001645879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922543,0.0001684426,0.00002236911,0.0002109641,0.005917536,0.0005019007,0.00000596067,0.00001789832,0.0009005915],"genre_scores_gemma":[0.9969277,0.00003911962,0.0002015516,0.00001794761,0.00004094323,0.000009018707,0.00001491296,0.00001266362,0.002736131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01409975,"threshold_uncertainty_score":0.5465326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892171441325631,"score_gpt":0.2789493310401168,"score_spread":0.2600276166268605,"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."}}