{"id":"W2074892472","doi":"10.1016/j.carbpol.2015.01.067","title":"Rheology of semi-dilute suspensions of carboxylated cellulose nanofibrils","year":2015,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Viscoelasticity; Rheology; Polyelectrolyte; Materials science; Creep; Chemical engineering; Molar mass; Self-healing hydrogels; Cationic polymerization; Elastic modulus; Dynamic mechanical analysis; Cellulose; Ionic bonding; Composite material; Chemistry; Polymer chemistry; Ion; Polymer; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004917624,0.0002561441,0.0006719464,0.0002454575,0.00006079122,0.000009580529,0.0003948867,0.0001311619,0.0002227299],"category_scores_gemma":[0.0003740154,0.0002280637,0.0001239604,0.0006340129,0.00103884,0.0001690544,0.0003651288,0.0001276641,0.00006444496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009163372,"about_ca_system_score_gemma":0.0003460512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007495985,"about_ca_topic_score_gemma":0.00003636756,"domain_scores_codex":[0.9975041,0.0002569616,0.000614293,0.0004216326,0.0005366808,0.0006663881],"domain_scores_gemma":[0.99806,0.0002442807,0.0003486499,0.0005871773,0.0004262092,0.0003336372],"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":[0.00009797553,0.00005006655,0.0004427871,0.00004073783,0.00004673627,0.00003250955,0.0008528125,0.000353921,0.9959477,0.001674794,0.0002775646,0.0001824247],"study_design_scores_gemma":[0.0006352938,0.0002140824,0.0001083331,0.00004539659,0.0000435998,0.000006333524,0.0005813884,0.0007130911,0.9968317,0.0003730709,0.0002355982,0.0002121693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880005,0.003597829,0.0003083198,0.0001492081,0.0006173232,0.0002682329,0.000044442,0.00007490454,0.006939296],"genre_scores_gemma":[0.9971181,0.0001195901,0.0005431764,0.00002424244,0.00005230417,0.00001562708,0.00001314713,0.00003412422,0.002079713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00911763,"threshold_uncertainty_score":0.9300169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03185039275330877,"score_gpt":0.2855330560913619,"score_spread":0.2536826633380532,"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."}}