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Record W2274342144

Highlights and forecasts for 2014 : editor's forum

2014· article· en· W2274342144 on OpenAlexaboutno aff
Gill Hyslop

Bibliographic record

VenueSouth African food review · 2014
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicOutsourcing and Supply Chain Management
Canadian institutionsnot available
Fundersnot available
KeywordsMergers and acquisitionsBusinessValue (mathematics)MarketingCoca colaAdvertisingFinanceMathematics
DOInot available

Abstract

fetched live from OpenAlex

According to London-based Oghma Partner, 2013 was a big year for global F&B mergers and acquisitions activity. Heading the list (by value) was Suntory Beverage & Food's purchase of GlaxoSmithKline's Lucozade and Ribena business for £1.4 billion, followed by the sale of Burton's Biscuit Company to Ontario Teachers' Pension Plan for £350 million and Distell's £160 million purchase of Scotland's Burn Stewart Distillers. The next two biggest deals, at £100 million each, were Coca-Cola's purchase of a 32 per cent share in Innocent Drinks and Investcorp's acquisition of Tyrrell's Potato Crisps. Analysts predict that interest in mergers and acquisitions should rise further in 2014 as the global economy grows stronger (although SA still is expected to face a constrained business environment).

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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.966
Threshold uncertainty score0.786

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 head0.012
GPT teacher head0.205
Teacher spread0.194 · 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 designNot applicable
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

Citations0
Published2014
Admission routes1
Has abstractyes

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