{"id":"W4411196717","doi":"10.1016/j.carbpol.2025.123882","title":"Graft copolymerization of bio-based β-farnesene and n-butyl acrylate onto modified anionic cassava starch via emulsifier-free emulsion polymerization for sustainable adhesives","year":2025,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; McGill University; BASF","keywords":"Copolymer; Emulsion; Adhesive; Emulsion polymerization; Pulmonary surfactant; Acrylate; Polymer chemistry; Butyl acrylate; Chemistry; Starch; Polymerization; Modified starch; Organic chemistry; Chemical engineering; Polymer; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001372307,0.0004385213,0.0002080086,0.0002234117,0.00009618263,0.0002362957,0.000142342,0.0002518527,0.0007887618],"category_scores_gemma":[0.0001342256,0.0001879183,0.000251696,0.0001679242,0.0001219304,0.000362866,0.0002091324,0.0003810475,0.0003200858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491182,"about_ca_system_score_gemma":0.000196604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003235895,"about_ca_topic_score_gemma":0.0007884244,"domain_scores_codex":[0.9999141,0.000008364505,0.000008306508,0.0000212074,0.00001748506,0.00003052102],"domain_scores_gemma":[0.9999279,0.0000103147,0.00002513026,0.000006579432,0.0000117018,0.00001844735],"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":[0.00002041785,0.000008685552,0.00001936687,0.00002319881,0.000002675832,0.00003626989,0.00001310278,0.00005074848,0.998943,0.00007965702,0.000009196704,0.0007937565],"study_design_scores_gemma":[0.000004220145,0.0001143929,0.000458331,0.000003821918,0.000008454843,0.00004121735,0.000008578672,0.000296583,0.9983342,0.0000163512,0.0007098512,0.000004055526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919485,0.000981489,0.00491946,0.00003023356,0.00004682112,0.00002338493,0.00005221192,0.00006858011,0.001929285],"genre_scores_gemma":[0.9943193,0.0006349584,0.002394318,0.00002091248,0.000007319628,0.00001680761,0.00004620337,0.00002167219,0.002538506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007887618,"threshold_uncertainty_score":0.002638638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393550579596323,"score_gpt":0.243445841003456,"score_spread":0.2295103352074928,"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."}}