{"id":"W4389581024","doi":"10.1016/j.carbpol.2023.121685","title":"Multifunctioning of carboxylic-cellulose nanocrystals on the reinforcement of compressive strength and conductivity for acrylic-based hydrogel","year":2023,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Compressive strength; Reinforcement; Cellulose; Composite material; Materials science; Acrylic acid; Conductivity; Acrylic resin; Nanocrystal; Polymer chemistry; Polymer science; Chemistry; Polymer; Nanotechnology; Organic chemistry; Copolymer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001412847,0.0001703189,0.0002723663,0.0001074607,0.00006853852,0.00001121264,0.00008706028,0.00005765216,0.00001658191],"category_scores_gemma":[0.00009560134,0.0001377522,0.00006545123,0.0002048989,0.0001292285,0.00005444365,0.00002312754,0.00006047272,9.422888e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002307374,"about_ca_system_score_gemma":0.00001601354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000944967,"about_ca_topic_score_gemma":0.000004060914,"domain_scores_codex":[0.9991677,0.00002893974,0.0002863464,0.0001585028,0.0001240429,0.0002345132],"domain_scores_gemma":[0.999118,0.0004374622,0.0001198071,0.000228063,0.00004292837,0.00005376199],"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":[0.00002766121,0.000006511537,0.00001221484,0.00009484234,0.00004515756,6.903392e-7,0.0001634605,0.3315817,0.6671735,0.0005652583,0.0000297093,0.000299305],"study_design_scores_gemma":[0.0004388953,0.00006208097,0.00003850698,0.00007072076,0.0000257052,2.235753e-7,0.0001914015,0.1585119,0.8403902,0.00005145049,0.0001015502,0.0001173921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976974,0.00009203167,0.000734814,0.00002779357,0.0003293801,0.0002475718,0.00007827574,0.0001336155,0.0006591832],"genre_scores_gemma":[0.9995902,0.00001826166,0.00008809977,0.00002037642,0.00003361957,0.00006093729,0.00003843808,0.0000359156,0.000114162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1732167,"threshold_uncertainty_score":0.5617371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365681503502932,"score_gpt":0.2356141683472437,"score_spread":0.2119573533122144,"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."}}