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Record W2486539039 · doi:10.1057/9781403932839_4

Competition and Accommodation: the Development of the Windward Islands Banana Export Trade and the Problems of Caribbean Rivalry

2002· book-chapter· en· W2486539039 on OpenAlexaboutno aff
Peter Clegg

Bibliographic record

VenuePalgrave Macmillan UK eBooks · 2002
Typebook-chapter
Languageen
FieldEngineering
TopicMaritime Ports and Logistics
Canadian institutionsnot available
Fundersnot available
KeywordsRivalryAccommodationCompetition (biology)Service (business)GeographyEconomyInternational tradeBusinessPolitical scienceEconomic historyEconomics

Abstract

fetched live from OpenAlex

Prior to the outbreak of the Second World War, the Windward Islands had exported bananas to Canada, although not to the UK. After the defeat of the Axis Powers in the summer of 1945, despite the Windward Islands not having an established shipping service attempts were made, particularly on Dominica, to resume banana exports. A number of small-scale shipments were made between 1945 and 1948, involving companies such as A.C. Shillingford, the Grayson Shipping Line, and the Alcoa Shipping Line (author’s interview; Dominica Tribune , 11 September 1948 and 18 June 1949; West India Committee Circular, July 1948; and CO 852/902/2). However, it was not until 1949, that a regular banana shipping service was established, again solely on the initiative of private interests, which in time led to the establishment of a new source of bananas for the UK. These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.077
Threshold uncertainty score0.152

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.004
Scholarly communication0.0050.003
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0130.001

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 head0.018
GPT teacher head0.187
Teacher spread0.169 · 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.

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
Published2002
Admission routes1
Has abstractyes

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