{"id":"W2001728208","doi":"10.1021/cm502873c","title":"Chemically Cross-Linked Cellulose Nanocrystal Aerogels with Shape Recovery and Superabsorbent Properties","year":2014,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":468,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aerogel; Materials science; Porosity; Mesoporous material; Nanocrystal; Chemical engineering; Composite material; Cellulose; Self-healing hydrogels; Nanocellulose; Nanotechnology; Organic chemistry; Catalysis; Polymer chemistry","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":[0.0001562065,0.000335779,0.0001523231,0.0001633039,0.00009318423,0.0001968705,0.0001676726,0.0002720278,0.0004656561],"category_scores_gemma":[0.0001953306,0.0001209953,0.0002710825,0.0001274866,0.0001624813,0.0002416444,0.0001402963,0.0003028357,0.0001599397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405981,"about_ca_system_score_gemma":0.0001773962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257914,"about_ca_topic_score_gemma":0.002839538,"domain_scores_codex":[0.9998786,0.000009693922,0.000009290195,0.00002406168,0.00005367676,0.00002460254],"domain_scores_gemma":[0.9998598,0.00002299661,0.00004407329,0.00001700753,0.00003076741,0.00002527713],"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":[0.000007658097,0.000003985697,0.00004449783,0.00001164316,0.000002339121,0.00001487663,0.000003433157,0.00009437015,0.9992012,0.00002837161,0.00001139155,0.0005761848],"study_design_scores_gemma":[0.000002597561,0.00002905899,0.000769741,0.000001261391,0.000005092858,0.00004601964,0.000002878228,0.0005368267,0.9980912,0.000008636031,0.0005035629,0.000003131007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876737,0.001269872,0.008273361,0.00009148906,0.00003060364,0.00003361579,0.0002640669,0.0001220357,0.002241355],"genre_scores_gemma":[0.9898607,0.0006229777,0.007665436,0.00005882721,0.000008706199,0.00002377476,0.0002886495,0.00003508013,0.001435882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001257914,"threshold_uncertainty_score":0.00250113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552669369387273,"score_gpt":0.2432949002376582,"score_spread":0.2277682065437854,"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."}}