{"id":"W3028974149","doi":"10.1007/s10570-020-03247-x","title":"Role of cellulose nanocrystals on hysteretic sorption and deformation of nanocomposites","year":2020,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Sorption; Nanocomposite; Cellulose; Materials science; Swelling; Composite material; Hysteresis; Deformation (meteorology); Chemical engineering; Matrix (chemical analysis); Nanocrystal; Amorphous solid; Adsorption; Organic chemistry; Chemistry; Nanotechnology","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":[0.0002328075,0.0001784633,0.0003648699,0.00008733378,0.00005984262,0.00002097125,0.000191598,0.00006271532,0.0001308213],"category_scores_gemma":[0.00009683798,0.0001526205,0.00006526807,0.0001936104,0.0002619661,0.0002466542,0.0001825847,0.00009235035,0.0000873879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003245904,"about_ca_system_score_gemma":0.00002812936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001569293,"about_ca_topic_score_gemma":0.000001126355,"domain_scores_codex":[0.9984808,0.00008450859,0.0004667307,0.0002937085,0.0004053688,0.0002688722],"domain_scores_gemma":[0.9990885,0.0001354565,0.0002938832,0.0002134567,0.0001347881,0.0001339294],"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":[0.0001423596,0.00007385998,0.0003079414,0.000446174,0.0000103381,0.000002125453,0.001835299,0.0001036357,0.9945442,0.001344022,0.00004305954,0.001146971],"study_design_scores_gemma":[0.0004243162,0.000472618,0.0004025129,0.00009110184,0.00001783388,0.000001782949,0.0004732467,0.001262333,0.9955248,0.0009113671,0.0002808013,0.0001373002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996065,0.001189618,0.0005065624,0.0001320778,0.0000419878,0.0003733792,0.00002873716,0.00004467505,0.001617977],"genre_scores_gemma":[0.9989368,0.0001129045,0.0007359129,0.00003737003,0.00003916956,0.0000157155,0.00001282695,0.00001776531,0.00009158444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002871765,"threshold_uncertainty_score":0.6223685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699631813411041,"score_gpt":0.249868135173816,"score_spread":0.2328718170397056,"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."}}