{"id":"W4205579502","doi":"10.1021/acsomega.1c05069","title":"Biohybrid Nanocellulose–Lysozyme Amyloid Aerogels via Electrostatic Complexation","year":2021,"lang":"en","type":"article","venue":"ACS Omega","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Nanocellulose; Aerogel; Nanofiber; Materials science; Electrostatics; Cellulose; Chemical engineering; Nanotechnology; Nanoparticle; Surface charge; Sonication; Particle (ecology); Static electricity; Polymer; Electrostatic interaction; Chemistry; Composite material; Chemical physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003588604,0.0002325931,0.0003421762,0.0000938895,0.0003569804,0.0001319655,0.0003016887,0.00005219118,0.0002901308],"category_scores_gemma":[0.0003861795,0.0002185421,0.00007492198,0.0005495223,0.0002099094,0.0003623998,0.0002757169,0.0001751732,0.001210571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763242,"about_ca_system_score_gemma":0.0001520377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003220622,"about_ca_topic_score_gemma":0.00004080511,"domain_scores_codex":[0.9975002,0.0001806662,0.0003670276,0.0005565812,0.0006247161,0.0007707593],"domain_scores_gemma":[0.9985719,0.0002866174,0.0001400923,0.0005115077,0.0003374628,0.0001524702],"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":[0.00001829968,0.00008456191,0.0001749756,0.00005046403,0.00002178523,0.00009934841,0.0001325051,0.00003882177,0.9959314,0.0009843464,0.0009761602,0.001487265],"study_design_scores_gemma":[0.000397828,0.00008928415,0.0004839472,0.00002214388,0.00001594485,0.00004510738,0.00009833945,0.0001357285,0.9850616,0.006352913,0.007044532,0.0002526241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810419,0.00224454,0.01334149,0.0008077896,0.0002851965,0.0002662614,0.00004337607,0.0001876794,0.00178178],"genre_scores_gemma":[0.9916361,0.0003158646,0.005547504,0.0002828562,0.0001395335,0.00005307964,0.00007990039,0.000035647,0.001909521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086986,"threshold_uncertainty_score":0.9995671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086744116125359,"score_gpt":0.2805371599668522,"score_spread":0.2596697188055986,"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."}}