{"id":"W4210694126","doi":"10.1016/j.carbpol.2022.119198","title":"Bacterial nanocellulose enables auxetic supporting implants","year":2022,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Tekniikan Edistämissäätiö; Aalto-Yliopisto; Business Finland; Canada Foundation for Innovation","keywords":"Ultimate tensile strength; Materials science; Auxetics; Nanocellulose; Extracellular matrix; Biomaterial; Nanotechnology; Composite material; Biomedical engineering; Chemistry; Cellulose","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":[0.0001479052,0.0003623413,0.0001279006,0.0001976241,0.0001255564,0.0002961448,0.0001531268,0.0003034755,0.000720713],"category_scores_gemma":[0.0001780228,0.00009677475,0.0001253294,0.0001076423,0.0001283961,0.0001863688,0.0002094497,0.0002787418,0.0003361605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566206,"about_ca_system_score_gemma":0.0002105489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005214059,"about_ca_topic_score_gemma":0.001095312,"domain_scores_codex":[0.9998766,0.00001437568,0.000008067042,0.00002549851,0.00005198324,0.00002346449],"domain_scores_gemma":[0.9998554,0.0000242952,0.00004631821,0.00001925242,0.00002414882,0.00003046642],"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":[0.00002143011,0.000009574959,0.00004883031,0.0000200183,8.996003e-7,0.00002636816,0.000005225711,0.00007754663,0.9977928,0.00007523866,0.00002283052,0.001899163],"study_design_scores_gemma":[0.000002092203,0.00006085262,0.0004457023,0.000004556901,0.000003984019,0.00009443232,0.000004584161,0.0006582402,0.9970561,0.00002198549,0.001644556,0.000002743846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719161,0.00280266,0.01831664,0.0001307325,0.00009497158,0.00005882445,0.0003526234,0.0002784531,0.006048979],"genre_scores_gemma":[0.9760789,0.001169833,0.01942537,0.00004957601,0.00001698518,0.000042612,0.0001767755,0.0000390796,0.003000691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000720713,"threshold_uncertainty_score":0.002411008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888349656599364,"score_gpt":0.2752853888647591,"score_spread":0.2564018922987655,"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."}}