{"id":"W3193316562","doi":"10.1021/acs.chemrev.0c01333","title":"Deconstruction and Reassembly of Renewable Polymers and Biocolloids into Next Generation Structured Materials","year":2021,"lang":"en","type":"review","venue":"Chemical Reviews","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"H2020 European Research Council; Canada Excellence Research Chairs, Government of Canada; Canada Foundation for Innovation","keywords":"Nanotechnology; Supramolecular chemistry; Deconstruction (building); Chemistry; Natural polymers; Cellulose; Biopolymer; Polymer; Chitin; Polymer science; Biochemical engineering; Materials science; Chitosan; Organic chemistry; Engineering; 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":[0.0002816863,0.0008410724,0.0006906195,0.001466482,0.0001910952,0.000618602,0.0004293322,0.0005807545,0.002062177],"category_scores_gemma":[0.0002863568,0.0002354353,0.000299126,0.001336375,0.0002229217,0.001095871,0.0004692048,0.0007963486,0.00166659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793713,"about_ca_system_score_gemma":0.0005592848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003918984,"about_ca_topic_score_gemma":0.0008739592,"domain_scores_codex":[0.999893,0.00001300122,0.00001112136,0.00002159947,0.00004429763,0.00001695421],"domain_scores_gemma":[0.9999306,0.00002997869,0.00001233805,0.000003725065,0.00001590749,0.000007479037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005098378,0.00008645406,0.00009961645,0.02701137,0.00008117256,0.0003355441,0.0001121045,0.0009024762,0.02919632,0.01217461,0.01484376,0.9151056],"study_design_scores_gemma":[0.000006955669,0.00009823505,0.0003604883,0.001852759,0.00004769106,0.0006148838,0.00004460847,0.0001105904,0.006243506,0.001280756,0.989323,0.00001655997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006811063,0.9960889,0.000639598,0.0001251956,0.0002579976,0.00001100404,0.00002647384,0.00001655496,0.002153214],"genre_scores_gemma":[0.00260606,0.9942768,0.000797014,0.0001378432,0.0000993452,0.00001847061,0.00004987231,0.000004243964,0.002010287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002062177,"threshold_uncertainty_score":0.006898642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09577078629041308,"score_gpt":0.3730210756595462,"score_spread":0.2772502893691331,"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."}}