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Record W7106318217 · doi:10.25100/iyc.v27i3.15208

Regulaciones y reformulación de alimentos: impactos en procesos, costos y cadena de suministro. Revisión sistemática

2025· article· es· W7106318217 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueIngeniería y Competitividad · 2025
Typearticle
Languagees
FieldMedicine
TopicConsumer Attitudes and Food Labeling
Canadian institutionsnot available
Fundersnot available
Keywordsnot available

Abstract

fetched live from OpenAlex

Introduction: The increase in the consumption of sugary beverages and other processed drinks has had a direct impact on public health, promoting the adoption of regulations such as front-of-pack nutrition labeling (FOPNL). These policies aim to guide consumer decisions and encourage product reformulation to reduce sugars, sodium, and saturated fats. Objective: To systematically analyze the existing evidence on the impact of FOPNL regulations and product reformulation on production processes, costs, and supply chains. Materials and Methods: A systematic review was conducted in indexed databases (Scopus, SciELO, etc.) covering the period between 2018 and 2025. Inclusion and exclusion criteria were applied to focus on studies evaluating the effect of labeling policies and reformulation strategies in the food and beverage industry. Results: The literature shows that mandatory regulations generate greater changes than voluntary ones. Chile, Mexico, and Canada reported significant reductions in sugar and sodium content, as well as adjustments in product formulations and production processes. Although the industry anticipated increased costs and negative impacts on employment, studies indicate that prices were not consistently passed on to consumers and no adverse macroeconomic effects were observed. FOPNL systems proved to be more understandable than alternatives such as Guideline Daily Amounts (GDA), increasing pressure on the industry to reformulate. Conclusions: FOPNL and product reformulation are key tools to improve public health and foster innovation in the industry. However, gaps remain in the precise quantification of costs, in the long-term effects on supply chains, and in comparative analyses of regulatory frameworks.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.643
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
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 head0.009
GPT teacher head0.311
Teacher spread0.302 · 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