{"id":"W4205506814","doi":"10.1016/j.carbpol.2021.119082","title":"Bio-composites from spent hen derived lipids grafted on CNC and reinforced with nanoclay","year":2022,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Livestock and Meat Agency; Canadian Poultry Research Council","keywords":"Materials science; Composite material; Nanocomposite; Ultimate tensile strength; Thermal stability; Grafting; Cellulose; Composite number; Polymer; Dynamic mechanical analysis; Absorption of water; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001398318,0.0004926553,0.0001892314,0.0002649409,0.0001676158,0.0002224706,0.0001580148,0.0002701462,0.001370816],"category_scores_gemma":[0.0001589718,0.0001484201,0.0001802535,0.0001777661,0.0001895202,0.0002780095,0.0001341299,0.0004026347,0.0003189554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674364,"about_ca_system_score_gemma":0.0002471445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001507905,"about_ca_topic_score_gemma":0.003629582,"domain_scores_codex":[0.9999152,0.000004942073,0.000005529056,0.00002070012,0.00002212196,0.00003146102],"domain_scores_gemma":[0.9998502,0.00002907693,0.00003470686,0.00001280247,0.00003080861,0.000042545],"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":[0.00007404602,0.000007836345,0.00003860492,0.00002396398,0.000002864616,0.00003332964,0.00001014261,0.00007717063,0.9991865,0.00004519424,0.00001227628,0.0004881148],"study_design_scores_gemma":[0.000001998605,0.00003384659,0.000435173,0.000003189002,0.000006222707,0.00002207156,0.00000854132,0.0001541511,0.998947,0.00001070965,0.0003745706,0.000002545706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943042,0.0007812834,0.002018915,0.00003478595,0.00005215316,0.00001083709,0.0001499062,0.0000658991,0.002581972],"genre_scores_gemma":[0.9946819,0.0003514795,0.001338448,0.0000234846,0.000006567604,0.00000922766,0.0001625047,0.00003089743,0.003395525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001507905,"threshold_uncertainty_score":0.004585862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299566524749214,"score_gpt":0.2400100042844983,"score_spread":0.2270143390370061,"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."}}