{"id":"W3193772014","doi":"10.1002/adfm.202106269","title":"Multifunctional Superelastic Cellulose Nanofibrils Aerogel by Dual Ice‐Templating Assembly","year":2021,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":327,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aerogel; Materials science; Composite material; Nanocellulose; Nanomaterials; Cellulose; Nanotechnology; Chemical engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001292853,0.0003000658,0.000316704,0.00002959273,0.0002693155,0.0001190216,0.00007251079,0.0002038477,0.01484216],"category_scores_gemma":[0.0001837291,0.0003115569,0.0001047476,0.0001292612,0.00005269798,0.0004691362,0.00008916107,0.0001263946,0.0004469233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201516,"about_ca_system_score_gemma":0.0001016008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002079726,"about_ca_topic_score_gemma":0.000003917622,"domain_scores_codex":[0.9979953,0.00005114216,0.0005688986,0.0005565714,0.0004452737,0.0003828038],"domain_scores_gemma":[0.9988704,0.0002784079,0.0002080944,0.0002528725,0.0002621103,0.0001280764],"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":[0.000201317,0.0001129766,0.0003522197,0.00008027861,0.00008118372,0.00002292453,0.00002157649,0.0009363965,0.9947079,0.002136721,0.0005875381,0.0007589625],"study_design_scores_gemma":[0.001094176,0.00002438104,0.00131999,0.00006056312,0.00004276352,0.000114261,0.00009370055,0.0001586749,0.9879793,0.0005918239,0.008168741,0.0003516608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918063,0.0003203491,0.00222704,0.00008395693,0.001484751,0.00006963752,0.0004052702,0.0001799852,0.003422756],"genre_scores_gemma":[0.9883075,0.00001676492,0.00131983,0.0001483473,0.000729199,0.00006038517,0.002267004,0.00006129141,0.007089658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01439524,"threshold_uncertainty_score":0.9999337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686978078843599,"score_gpt":0.2313944490412725,"score_spread":0.2145246682528365,"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."}}