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Record W2527831097

Development and Application of International Food Safety Standards — Challenges and Opportunities

2016· article· en· W2527831097 on OpenAlexaff
Samuel Benrejeb Godefroy, Renata Clarke

Bibliographic record

VenueSSRN Electronic Journal · 2016
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicFood Safety and Hygiene
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsFood safetyBusinessFood safety risk analysisFlexibility (engineering)CommissionFood packagingMarketingEngineeringEconomicsFinance
DOInot available

Abstract

fetched live from OpenAlex

International food standards offer the opportunity to provide guidance in preventing and mitigating food safety risks, while enhancing convergence of food regulatory measures adopted around the globe. The Codex Alimentarius Commission has achieved tremendous progress in developing standards, guidance and codes of practice that address various food safety hazards. These standards have guided food regulators worldwide in shaping their food safety requirements for foods produced domestically or imported. Despite this progress, several challenges have been identified in relation with the application and implementation of Codex standards by domestic jurisdictions. Given that Codex standards tend to be outcome-based to ensure more flexibility and their possible adaptation to various scenarios encountered by food regulators and food industry operators around the world, operationalizing such measures can be challenging for the food sector and/or regulators in low and medium economy countries. Helping the implementation of Codex standards is therefore a key area of food safety capacity building efforts, recognized in the Strategic Plan of the Codex Alimentarius Commission 2014-19. International standards have also to remain relevant for Codex membership, if they are to serve members’ needs. Codex should therefore be able to adapt and address emerging issues resulting from changes in food safety and nutrition priorities, such as the expanding international trade in foods and food ingredients; the multiplication of free trade agreements at the bilateral and regional level where food and food products continue to be a centrepiece of most traded commodities; the requirements for resource optimisation in economically uncertain times and the importance of innovation to improve value-added of food products. This paper briefly reviews some accomplishments of Codex in the development of international food standards. It also attempts to identify areas of priority investments in capacity building initiatives aimed to propagate the use of these standards. It discusses synergies that can be found to optimize the use of resources and to enhance convergence of food safety regulatory measures, in support of consumers’ health protection and reduction of impediments to international trade.

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.861
Threshold uncertainty score0.079

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.028
GPT teacher head0.227
Teacher spread0.199 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designOther design
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

Citations3
Published2016
Admission routes1
Has abstractyes

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