{"id":"W4403136357","doi":"10.1007/s10924-024-03405-3","title":"Utilization of Lignin-derived Methoxybisphenols for the Preparation of Bio-based Polyesters for Packaging Applications","year":2024,"lang":"en","type":"article","venue":"Journal of Polymers and the Environment","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Polyester; Lignin; Polymer science; Chemical engineering; Organic chemistry; Nanotechnology; Composite material","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002250525,0.000488968,0.0001224439,0.000272593,0.0001487637,0.0002740335,0.0001951119,0.0002883163,0.0006019564],"category_scores_gemma":[0.0002166841,0.000136041,0.000228938,0.0003550779,0.0001306545,0.0004232137,0.0002593547,0.0005149696,0.0003382558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149713,"about_ca_system_score_gemma":0.0002783017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00030386,"about_ca_topic_score_gemma":0.0008994559,"domain_scores_codex":[0.99991,0.00001858403,0.000006836513,0.000012702,0.00002139639,0.00003043178],"domain_scores_gemma":[0.9999245,0.0000135986,0.00001879419,0.00000849498,0.00001801486,0.00001652961],"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":[0.00002447728,0.0000359659,0.00009301118,0.00005332352,0.000004950868,0.00007303909,0.00001865799,0.0001154739,0.9946057,0.0001378622,0.0000200841,0.004817459],"study_design_scores_gemma":[0.000001414289,0.00005364079,0.0002594569,0.00000489884,0.000005902161,0.00003540365,0.00001289848,0.000262108,0.9985837,0.00002671027,0.0007517427,0.000002075837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685217,0.00266086,0.02509813,0.000124735,0.00004894346,0.00003864663,0.000125323,0.00008422625,0.003297398],"genre_scores_gemma":[0.9859678,0.001679548,0.0102708,0.00004107621,0.000007792623,0.00001688351,0.0001436509,0.00002737604,0.001845071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006019564,"threshold_uncertainty_score":0.002013743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141060994580479,"score_gpt":0.2759660523787936,"score_spread":0.2445554424329888,"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."}}