{"id":"W4412159730","doi":"10.1002/marc.202500276","title":"Controlled Degradation of PBAT for PBAT/PLA Blend Melt‐Blown Nonwovens","year":2025,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Degradation (telecommunications); Materials science; Composite material; Polymer science; Chemical engineering; Computer science; 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":[0.000143012,0.0004132214,0.0001768952,0.0002080257,0.0001231765,0.0002239645,0.0001313444,0.0002563603,0.0009196075],"category_scores_gemma":[0.0001353228,0.0001789435,0.0002105327,0.0001628095,0.0001274045,0.0003017169,0.00009889682,0.0003327641,0.0002610713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805721,"about_ca_system_score_gemma":0.0001112955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003914174,"about_ca_topic_score_gemma":0.0009924141,"domain_scores_codex":[0.9998882,0.000009266259,0.000008474095,0.0000362575,0.00003965172,0.00001808278],"domain_scores_gemma":[0.9999174,0.00001291249,0.00003358979,0.000007717051,0.00001960943,0.000008707183],"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":[0.00002301783,0.0000056531,0.00002661588,0.000009410039,0.000001146641,0.000008178453,0.00000536108,0.00003451618,0.9995452,0.000008939135,0.000003448224,0.0003285424],"study_design_scores_gemma":[9.192951e-7,0.00005758368,0.0002275523,7.802968e-7,0.000001847726,0.000008135316,0.000002966616,0.0002306546,0.999319,0.000002301044,0.0001473822,8.354686e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943,0.000415719,0.004439574,0.00001729435,0.00001500297,0.00002282991,0.0001187775,0.0000711652,0.0005996658],"genre_scores_gemma":[0.9940059,0.000324443,0.003781262,0.00001241507,0.000004232212,0.00002433106,0.0001398203,0.00004338884,0.001664104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009196075,"threshold_uncertainty_score":0.003076375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540925903833955,"score_gpt":0.2735566142069095,"score_spread":0.24814735516857,"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."}}