{"id":"W4409182020","doi":"10.1002/cjce.25655","title":"A critical study of sustainable biocomposites developed from rheologically distinct poly(butylene adipate‐co‐terephthalate) ( <scp>PBAT</scp> ) reinforced with biocarbon from coconut ( <i>Cocos nucifera</i> ) for rigid applications","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ministry of Colleges and Universities; Ontario Agri-Food Innovation Alliance; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Materials science; Composite material; Rheology; Ultimate tensile strength; Adipate; Filler (materials); Thermal stability; Polybutylene succinate; Chemical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000169597,0.0002937865,0.0001502194,0.0001597981,0.0001378122,0.0002649968,0.00008196871,0.000162657,0.0006649804],"category_scores_gemma":[0.0001455297,0.000125089,0.0001908306,0.0001415737,0.0001759728,0.000310806,0.000116063,0.0002635723,0.0001368118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350602,"about_ca_system_score_gemma":0.0001190156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003474095,"about_ca_topic_score_gemma":0.0006938791,"domain_scores_codex":[0.9999135,0.00001211684,0.000006834802,0.00001764603,0.00002893274,0.0000210381],"domain_scores_gemma":[0.999887,0.00002446886,0.00003506139,0.00000738048,0.00002698542,0.00001915611],"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":[0.00002494962,0.000009053241,0.00009207152,0.00002253937,0.000001894366,0.00002165361,0.00001587049,0.00008144569,0.9992117,0.00002457858,0.000003832711,0.0004904588],"study_design_scores_gemma":[0.000001521482,0.0001469721,0.001623346,0.000003348725,0.000005545308,0.0000278046,0.00001889032,0.0005020351,0.9973132,0.000007602305,0.0003471054,0.000002518119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997982,0.0004191347,0.0009492896,0.00001140407,0.000008981801,0.000009718425,0.00003403493,0.00001090704,0.0005746479],"genre_scores_gemma":[0.9981338,0.000278383,0.0008813149,0.000008976976,0.000002972219,0.000009644392,0.0000500633,0.00001024987,0.0006245202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006649804,"threshold_uncertainty_score":0.002224565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007768507083686833,"score_gpt":0.2293106912520853,"score_spread":0.2215421841683984,"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."}}