Correction to “Fabrication of a Transparent and Biodegradable Cellulose Film from Kraft Pulp via Cold Alkaline Swelling and Mechanical Blending”
Bibliographic record
Abstract
ADVERTISEMENT RETURN TO ISSUEPREVCorrectionNEXTORIGINAL ARTICLEThis notice is a correctionCorrection to “Fabrication of a Transparent and Biodegradable Cellulose Film from Kraft Pulp via Cold Alkaline Swelling and Mechanical Blending”Sibo TianSibo TianMore by Sibo Tian, Jungang JiangJungang JiangMore by Jungang Jianghttps://orcid.org/0000-0002-6761-9647, Penghui ZhuPenghui ZhuMore by Penghui Zhu, Zhengyang YuZhengyang YuMore by Zhengyang Yu, Hale OguzluHale OguzluMore by Hale Oguzlu, Alberto BalldelliAlberto BalldelliMore by Alberto Balldellihttps://orcid.org/0000-0002-6296-5460, Jie WuJie WuMore by Jie Wu, Jiaying ZhuJiaying ZhuMore by Jiaying Zhu, Xia SunXia SunMore by Xia Sunhttps://orcid.org/0000-0003-0391-4134, Jack SaddlerJack SaddlerMore by Jack Saddlerhttps://orcid.org/0000-0002-8689-3967, and Feng Jiang*Feng JiangMore by Feng JiangCite this: ACS Sustainable Chem. Eng. 2023, 11, 1, 466Publication Date (Web):December 22, 2022Publication History Received29 November 2022Published online22 December 2022Published inissue 9 January 2023https://doi.org/10.1021/acssuschemeng.2c07123Copyright © 2022 American Chemical SocietyRequest reuse permissions This publication is free to access through this site. Learn MoreArticle Views340Altmetric-Citations-LEARN ABOUT THESE METRICSArticle Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated. Share Add toView InAdd Full Text with ReferenceAdd Description ExportRISCitationCitation and abstractCitation and referencesMore Options Share onFacebookTwitterWechatLinked InReddit PDF (723 KB) Get e-AlertscloseSUBJECTS:Absorption,Cellulose,Manufacturing,Pulp Get e-Alerts
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.013 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.168 | 0.084 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".