{"id":"W4360993032","doi":"10.1039/d3qm00080j","title":"Sustainable natural rubber composites: masterbatch development of epoxidized natural rubber grafted to designed enzymatic polysaccharides","year":2023,"lang":"en","type":"article","venue":"Materials Chemistry Frontiers","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Natural rubber; Masterbatch; Materials science; Composite material; Filler (materials); Composite number; Grafting; Polymer; Polymerization; Ultimate tensile strength; Nanocomposite","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":[0.0001438353,0.0003076826,0.0001528354,0.0001335669,0.00007634787,0.0001477298,0.0001739281,0.0002460564,0.001066209],"category_scores_gemma":[0.0001143106,0.0001684343,0.0001771646,0.00010073,0.000109555,0.0003098114,0.0001667365,0.000425481,0.0003114892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490127,"about_ca_system_score_gemma":0.0002029771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001822368,"about_ca_topic_score_gemma":0.0006786657,"domain_scores_codex":[0.999928,0.000005750824,0.000003751358,0.00001957154,0.00002493593,0.00001810607],"domain_scores_gemma":[0.9999416,0.000008630887,0.0000185966,0.000007445074,0.00001017155,0.0000135898],"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":[0.00002580611,0.000013633,0.00002145947,0.00002723689,0.000001551468,0.00001619098,0.00001311097,0.00009122017,0.9985241,0.0001258484,0.00001880074,0.001121085],"study_design_scores_gemma":[0.000003131049,0.00007690833,0.0001987109,0.000001524127,0.000001840406,0.00001679226,0.000004486539,0.0005228453,0.9984642,0.00002035203,0.0006865462,0.000002743547],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985976,0.0006001594,0.01054361,0.00004774939,0.0000424249,0.00004715305,0.0001470304,0.0002248892,0.002370931],"genre_scores_gemma":[0.9863198,0.0005086213,0.009906909,0.00002760174,0.000009175602,0.00004746923,0.0001500109,0.00005344872,0.002976855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001066209,"threshold_uncertainty_score":0.003566802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188441719121899,"score_gpt":0.2156375371783087,"score_spread":0.2037531199870898,"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."}}