{"id":"W1659217431","doi":"10.1002/9783527689378.ch2","title":"Structure and Properties of Polysaccharide Nanocrystals","year":2014,"lang":"en","type":"other","venue":"","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Government of Canada; Agriculture and Agri-Food Canada","funders":"","keywords":"Hydrolysis; Polysaccharide; Nanocrystal; Acid hydrolysis; Starch; Thermal stability; Cellulose; Hydrochloric acid; Chemical engineering; Chemistry; Chitin; Chitosan; Yield (engineering); Materials science; Organic chemistry; Polymer chemistry; Nanotechnology; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009505275,0.0001186982,0.00009988668,0.0001163883,0.0001536211,0.0001990791,0.0001206653,0.0001591869,0.001262791],"category_scores_gemma":[0.0001869003,0.00009290554,0.0001582295,0.000107848,0.0001028576,0.0001240933,0.00007304418,0.0001735845,0.0002293337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005740202,"about_ca_system_score_gemma":0.0002093135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003853421,"about_ca_topic_score_gemma":0.002822246,"domain_scores_codex":[0.9999243,0.000004052787,0.000003831646,0.00001861031,0.00003663461,0.00001259497],"domain_scores_gemma":[0.9998953,0.00002107939,0.00001608149,0.000007404935,0.0000471141,0.00001296143],"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":[0.00006680554,0.0000118193,0.0003723723,0.00002875874,0.000004465864,0.00004025549,0.00001853582,0.0003843066,0.9967182,0.0003270232,0.000163815,0.001863557],"study_design_scores_gemma":[0.000008966008,0.00006210138,0.003627203,0.000002535221,0.000006192971,0.00006229949,0.00001323511,0.003637799,0.9908737,0.00005499521,0.001643378,0.00000763066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879494,0.0008454887,0.002589723,0.00007634257,0.00002260402,0.00001516995,0.000582318,0.00002441089,0.007894494],"genre_scores_gemma":[0.993624,0.0002872737,0.00166311,0.00003467679,0.000005188981,0.0000186426,0.00078148,0.00001933527,0.003566289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003853421,"threshold_uncertainty_score":0.007661939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719146217964701,"score_gpt":0.2568051168268004,"score_spread":0.2396136546471533,"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."}}