{"id":"W4306320429","doi":"10.1016/j.ijbiomac.2022.10.096","title":"Mechanically strong all-chitin filaments: Wet-spinning of β-chitin nanofibers in aqueous NaOH","year":2022,"lang":"en","type":"article","venue":"International Journal of Biological Macromolecules","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chitin; Spinning; Aqueous solution; Nanofiber; Ultimate tensile strength; Fabrication; Ionic strength; Chemical engineering; Materials science; Chitosan; Cellulose; Nanotechnology; Composite material; Chemistry; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007769656,0.0001420745,0.0002963304,0.0001578116,0.00006970768,0.00005730641,0.0009007952,0.00005894697,0.001513239],"category_scores_gemma":[0.0001332043,0.0001129011,0.0001466598,0.0001162171,0.0001165641,0.00006947725,0.0003417254,0.0001566981,0.00001013719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014287,"about_ca_system_score_gemma":0.00007176631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007046549,"about_ca_topic_score_gemma":0.000005904229,"domain_scores_codex":[0.9978476,0.0002536073,0.0009049361,0.0002275628,0.000539327,0.0002270071],"domain_scores_gemma":[0.9987659,0.0001490361,0.0007307814,0.0001160284,0.000165768,0.00007244935],"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":[0.000262473,0.0002745028,0.000397062,0.000002966044,0.00003606013,0.0001759367,0.00006048548,0.000237381,0.9921395,0.00437125,0.00008404224,0.001958345],"study_design_scores_gemma":[0.001372775,0.0009616885,0.003687337,0.00009649176,0.00001864821,0.0005194586,0.0005924741,0.0001073468,0.9837354,0.006256425,0.002392035,0.0002598647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961644,0.0001773746,0.001334819,0.001203285,0.0005844811,0.000114537,0.0002210803,0.00001591938,0.0001840517],"genre_scores_gemma":[0.9937196,0.00003539853,0.005589645,0.0004715922,0.0001073295,0.00002288474,0.00003328207,0.000009848636,0.00001039881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008404042,"threshold_uncertainty_score":0.9993995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815835434279751,"score_gpt":0.2965555800484703,"score_spread":0.2683972257056728,"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."}}