{"id":"W3125542701","doi":"10.20944/preprints201807.0435.v1","title":"Towards Developing Bioresponsive, Self-Assembled Peptide Materials: Dynamic Morphology and Fractal Nature of Nanostructured Matrices","year":2018,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Supramolecular Self-Assembly in Materials","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Peptide; Nanofiber; Nanotechnology; Fractal; Materials science; Fractal dimension; Cleavage (geology); Biophysics; Chemistry; Biochemistry; Composite material; Biology; Mathematics","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":[0.000339434,0.0002791683,0.0001545386,0.0002459452,0.00008934099,0.000327888,0.0002694715,0.0004136397,0.0002964473],"category_scores_gemma":[0.0002949892,0.000218642,0.0002064654,0.0001122191,0.000191757,0.0003081338,0.0001595595,0.0003270819,0.0002264551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228216,"about_ca_system_score_gemma":0.0001647301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001803127,"about_ca_topic_score_gemma":0.0004633742,"domain_scores_codex":[0.9998591,0.00002396423,0.00001645883,0.0000329461,0.00005035961,0.00001715643],"domain_scores_gemma":[0.9998079,0.00004221776,0.00006509143,0.0000167769,0.0000438981,0.00002423999],"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":[0.000006807563,0.000008690099,0.00005001918,0.00003130559,0.000001727268,0.00002406194,0.0000095184,0.0001049372,0.9983876,0.0001113272,0.00001321315,0.001250783],"study_design_scores_gemma":[0.000004250963,0.0001177571,0.0005723969,0.000005464021,0.000005349964,0.0002168268,0.000008294393,0.001641929,0.9952898,0.00007202655,0.002060312,0.000005563421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9029219,0.006190411,0.08704417,0.0002893431,0.00007192996,0.0002309602,0.0002663612,0.0003133317,0.00267155],"genre_scores_gemma":[0.8584753,0.00312241,0.1351601,0.0001440501,0.00002922595,0.0001942627,0.0003863582,0.00004064201,0.002447515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004136397,"threshold_uncertainty_score":0.001795113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950663290544944,"score_gpt":0.3297784260311992,"score_spread":0.3002717931257498,"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."}}