{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006459095,0.0002805031,0.0003657825,0.0001838184,0.001078465,0.00009491226,0.0005669446,0.0000407309,0.008531501],"category_scores_gemma":[0.0001251555,0.0002774419,0.0001114618,0.0004162226,0.0003289679,0.0002329406,0.0009214099,0.000257706,0.0002004524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621443,"about_ca_system_score_gemma":0.0002375928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002088583,"about_ca_topic_score_gemma":0.0000127389,"domain_scores_codex":[0.9967423,0.0003016317,0.0004566622,0.0006044825,0.0007025136,0.001192416],"domain_scores_gemma":[0.9988973,0.000144104,0.0002295333,0.0004382074,0.00004967565,0.0002412237],"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":[0.00008540579,0.00004737688,0.00006645125,0.00002815491,0.00002037442,0.0002010985,0.0006390106,0.0001937684,0.9966538,0.0002679403,0.0004721359,0.001324506],"study_design_scores_gemma":[0.0006600778,0.0001747664,0.00005051783,0.00001107482,0.00002964913,0.00004525161,0.002282676,0.0002821747,0.9862856,0.0006334606,0.009078118,0.0004665826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921228,0.0009342096,0.0000599037,0.0003068095,0.001796923,0.0003148746,0.0002312914,0.0002040165,0.00402917],"genre_scores_gemma":[0.9967614,0.00004790918,0.0002494605,0.0001241094,0.0002378457,0.0001975218,0.00006460259,0.00005468494,0.002262451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036813,"threshold_uncertainty_score":0.9999678,"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."}}