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Record W4384207333 · doi:10.1002/cche.10694

Introduction to Volume 100, Number 4

2023· article· en· W4384207333 on OpenAlexaboutno aff
Les Copeland

Bibliographic record

VenueCereal Chemistry · 2023
Typearticle
Languageen
FieldNursing
TopicFood composition and properties
Canadian institutionsnot available
FundersUniversity of Sydney
KeywordsLibrary scienceAgricultural experiment stationGluteninChemistryAgricultural economicsAgricultureGeographyArchaeologyEconomics

Abstract

fetched live from OpenAlex

C. H. Bailey, University of Minnesota, USA (1924–1930) D. A. Coleman, U.S. Department of Agriculture, USA (1931–1938) M. J. Blish, Agricultural Experiment Station, Lincoln, NE, USA (1939–1943) W. F. Geddes, University of Minnesota, USA (1944–1962) K. A. Gilles, North Dakota State University, USA (1963–1967) W. G. Bechtel, American Institute of Baking, USA (1968–1977) P. E. Ramstad, American Maize Products Co., USA (1978–1984) Y. Pomeranz, Kansas State University, USA (1985–1992) J. J. Warthesen, University of Minnesota, USA (1993) V. F. Rasper, University of Guelph, Canada (1994–1999) J. M. Faubion, Kansas State University, USA (2000–2001) R. C. Hoseney, Kansas State University, USA (2002–2012) C. F. Morris, USDA-ARS-WWQL, USA (2013–2015) L. Copeland, University of Sydney, Australia (2016–current). One of my objectives going forward is to encourage the submission of more topical review articles. Hence, I invited a series of Centenary Reviews from eminent grain scientists; three of these distinguished reviews have already been published in Volume 100, and others will be published in subsequent issues. It is also noteworthy that among the many excellent papers published so far in Volume 100 of Cereal Chemistry, there are seven other reviews on the following topics: the chemistry of wheat gluten; contribution of glutenin and puroindoline proteins to wheat grain quality; advances in the development of multigrain bread; substitution of sugar with xylitol and maltitol in cakes; increasing whole grain intake within the Special Supplemental Nutrition Program for Women, Infants, and Children; and biotechnological approaches to improving aromas and flavors of legume-derived food products. I commend these excellent articles to you. I see my role as Editor-in-Chief as a facilitator, rather than a gatekeeper, for publishing high-quality research that connects with a broad readership. I look forward to reading submissions from your research and to making the experience of publishing in Cereal Chemistry rewarding and enjoyable. Open access publishing facilitated by The University of Sydney, as part of the Wiley—The University of Sydney agreement via the Council of Australian University Librarians.

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)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.489
Threshold uncertainty score0.728

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0010.001
Scholarly communication0.0070.003
Open science0.0020.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.4890.401

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 head0.015
GPT teacher head0.256
Teacher spread0.241 · 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.

Study designNot applicable
Domainnot available
GenreEditorial

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

Citations0
Published2023
Admission routes1
Has abstractyes

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