{"id":"W4293102207","doi":"10.1002/anie.202207206","title":"High‐Humidity Shaker Aging to Access Chitin and Cellulose Nanocrystals**","year":2022,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; National Research Council Canada; Canada Foundation for Innovation; McGill University; Centre in Green Chemistry and Catalysis; Natural Sciences and Engineering Research Council of Canada","keywords":"Cellulose; Nanocrystalline material; Chitin; Chemical engineering; Ammonium persulfate; Aqueous solution; Solvent; Humidity; Chemistry; Supramolecular chemistry; Materials science; Nanocellulose; Pulp (tooth); Nanotechnology; Organic chemistry; Chitosan; Polymer; Molecule","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":[0.0001835482,0.0002941952,0.0001524021,0.0000932044,0.0001290994,0.0001695893,0.0001716494,0.0002554228,0.001036675],"category_scores_gemma":[0.0001186714,0.0001302716,0.0001590632,0.00008916566,0.0001484462,0.0002553122,0.0001631553,0.0004963798,0.0003132199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293525,"about_ca_system_score_gemma":0.0001627932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005953151,"about_ca_topic_score_gemma":0.001941406,"domain_scores_codex":[0.9998915,0.000008428232,0.000007462187,0.0000318908,0.00003232187,0.00002828706],"domain_scores_gemma":[0.9999104,0.00002518874,0.00002047225,0.00001364135,0.00001506515,0.00001532786],"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":[0.00001386823,0.000009849167,0.00005406587,0.00003071653,0.000002224977,0.00002644763,0.00001322694,0.00003833361,0.997579,0.0001464869,0.00006255723,0.002023173],"study_design_scores_gemma":[0.000002044943,0.00005586413,0.0005134853,0.000001599499,0.000001798426,0.00004517505,0.000007567334,0.0005597625,0.9976331,0.00002356205,0.00115224,0.000003808569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534246,0.003007218,0.03553214,0.0001815073,0.0001363518,0.00008614572,0.0002799124,0.0003321557,0.007019935],"genre_scores_gemma":[0.9819098,0.0009542118,0.01419642,0.00009894937,0.00001736318,0.00004030398,0.0001484109,0.00004686433,0.002587842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001036675,"threshold_uncertainty_score":0.003468037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693836230702227,"score_gpt":0.3122241986068676,"score_spread":0.2852858362998453,"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."}}