{"id":"W4293240389","doi":"10.1002/ange.202207206","title":"High‐Humidity Shaker Aging to Access Chitin and Cellulose Nanocrystals**","year":2022,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":1,"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; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Cellulose; Nanocrystalline material; Chitin; Chemical engineering; Aqueous solution; Solvent; Ammonium persulfate; Supramolecular chemistry; Humidity; Materials science; Nanocrystal; Shaker; Chemistry; Nanocellulose; Pulp (tooth); Nanotechnology; Organic chemistry; Chitosan; Polymer; Molecule; Monomer","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":[0.0001520586,0.0002183032,0.0001298477,0.0000815058,0.0001044877,0.00014349,0.0001436757,0.0001995485,0.001129013],"category_scores_gemma":[0.0001059277,0.0001056967,0.0001226477,0.00008062693,0.0001365826,0.000207708,0.0001372677,0.0004056534,0.0002716294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001940055,"about_ca_system_score_gemma":0.0001459576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005676657,"about_ca_topic_score_gemma":0.001605846,"domain_scores_codex":[0.9999077,0.000007638244,0.000006139334,0.00002623017,0.00002792662,0.00002425492],"domain_scores_gemma":[0.9999071,0.00002470213,0.00002043477,0.00001413077,0.00001690065,0.00001676164],"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":[0.00001378668,0.000008786461,0.0000537903,0.0000218751,0.000001954685,0.00002066461,0.00001097941,0.00003435259,0.9983632,0.00009745182,0.00005037599,0.001322913],"study_design_scores_gemma":[0.000001735904,0.00004545822,0.0005218134,0.000001024852,0.00000122348,0.00002740176,0.000006186112,0.0004787466,0.9982073,0.000013985,0.0006924941,0.000002533817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789589,0.001278928,0.01497964,0.00008602095,0.00006616478,0.00004094813,0.0001750577,0.0001897714,0.004224617],"genre_scores_gemma":[0.9915235,0.0003639155,0.005958875,0.00005229108,0.000009254356,0.00001992548,0.00008907228,0.00002838427,0.001954739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001129013,"threshold_uncertainty_score":0.003776908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212900672279959,"score_gpt":0.3029397150030954,"score_spread":0.2708107082802958,"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."}}