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Record W4400956169 · doi:10.1021/acs.iecr.4c01619

Synthesis and Characterization of Aliphatic-Aromatic Copolyesters Based on Daidzein

2024· article· en· W4400956169 on OpenAlexaff
Li Zhang, Zhengzai Cheng, Lesly Dasilva Wandji Djouonkep, Mario Gauthier

Bibliographic record

VenueIndustrial & Engineering Chemistry Research · 2024
Typearticle
Languageen
FieldMaterials Science
Topicbiodegradable polymer synthesis and properties
Canadian institutionsUniversity of Waterloo
FundersState Administration of Foreign Experts Affairs
KeywordsGel permeation chromatographyThermogravimetric analysisMonomerDifferential scanning calorimetryGlass transitionDiolThermal stabilityPolymerizationChemistryPolymer chemistryOligomerOrganic chemistryMaterials sciencePolymer

Abstract

fetched live from OpenAlex

A novel diol monomer, 7-(2-hydroxyethoxy)-3-(4-(2-hydroxyethoxy)phenyl)-4H-chromen-4-one (M), was synthesized by hydroxyethylation of daidzein, a lignin-derived compound that can be extracted from leguminous plants. A diester monomer, dimethyl 4,4′-((1,4-phenylenebis(methylene))bis(oxy))bis(3-methoxybenzoate) (N), was obtained through a Williamson etherification reaction of methyl vanillate, potentially derived from plants such as Hovenia dulcis . The reaction of the two biobased monomers coupled with aliphatic diols (ethylene glycol, 1,4-butanediol, 1,6-hexanediol, or 1,8-octanediol) in a two-step melt polymerization process yielded a series of novel aliphatic-aromatic copolyesters. Structure–property relationships of these materials were established through Fourier transform infrared spectroscopy, NMR spectroscopy, gel permeation chromatography, differential scanning calorimetry, thermogravimetric analysis, and dynamic mechanical analysis. The weight-average molecular weight ( M w ) of the samples ranged from 62,600 to 69,900 g/mol, and varying the carbon chain length in the aliphatic diol monomers not only induced changes in molecular weights but also synergistically tuned the thermal stability and mechanical properties of the copolymers. Thermal analysis yielded glass transition temperatures ( T g ) of 115–141 °C, melting temperatures ( T m ) of 271–308 °C, and 5% decomposition temperatures ( T d,5% ) of 397–460 °C. The mechanical analysis exhibited high yield strength (50–115 MPa) and elongation at break (235–300%) values. After 32 weeks of degradation in soil, the copolyesters experienced mass losses of up to 4.1%. Ecotoxicity studies showed that the 14-day survival rate of earthworms exposed to the copolyesters was above 80%, suggesting a low toxicity in the environment. Overall, the excellent thermal and mechanical properties, as well as significant biodegradability, of these copolyesters make them suitable to replace petroleum-based commercial polyesters, thereby offering innovative solutions to the problem of environmental pollution.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.000
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.072
GPT teacher head0.286
Teacher spread0.214 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations9
Published2024
Admission routes1
Has abstractyes

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