{"id":"W3115098062","doi":"10.1021/acs.biomac.0c01521","title":"Bioinspired Thermoresponsive Xyloglucan–Cellulose Nanocrystal Hydrogels","year":2020,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"Ontario Ministry of Research, Innovation and Science; Agence Nationale de la Recherche","keywords":"Self-healing hydrogels; Xyloglucan; Chemical engineering; Sonication; Materials science; Adsorption; Cellulose; Rheology; Chemistry; Polymer chemistry; Chromatography; Organic chemistry; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007973046,0.0002119218,0.0002041286,0.00001008208,0.0001320785,0.00008367613,0.0003650948,0.000110922,0.0008247897],"category_scores_gemma":[0.00004897829,0.00008373199,0.0001547564,0.0003348987,0.00007635025,0.00006836635,0.0001080042,0.00007955439,0.000361651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001097233,"about_ca_system_score_gemma":0.00001219381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002669051,"about_ca_topic_score_gemma":0.00008942514,"domain_scores_codex":[0.9987213,0.00008857113,0.0002157616,0.0003948236,0.0002037207,0.0003758098],"domain_scores_gemma":[0.9994199,0.0001159823,0.00009136825,0.00005857533,0.00003366678,0.0002805032],"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":[0.00007974657,0.00003394243,0.0004502456,0.000004788894,0.00001917585,0.0001434978,0.0001056546,3.079861e-7,0.9725462,0.0002109477,0.001436052,0.02496943],"study_design_scores_gemma":[0.0002146716,0.0004187526,0.00650939,0.00001563274,0.00002180574,0.00004139089,0.0001369352,0.0001979351,0.9048491,0.0001633546,0.0870036,0.0004274162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938373,0.000583834,0.0000135456,0.003335917,0.00008437584,0.0001955098,0.0003101325,0.0001636417,0.001475747],"genre_scores_gemma":[0.997282,0.00004140945,0.0001160687,0.001988184,0.0002363252,0.000008378046,0.000134348,0.000002229169,0.0001910187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08556754,"threshold_uncertainty_score":0.9030869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104939365286064,"score_gpt":0.1905029764875103,"score_spread":0.1694535828346497,"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."}}