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Record W4407879365 · doi:10.1007/978-3-031-72976-8_4

War and Peace

2025· book-chapter· en· W4407879365 on OpenAlexaboutno aff
Tom Woodin, Keith Vernon, Linda Shaw

Bibliographic record

VenuePalgrave studies in adult education and lifelong learning · 2025
Typebook-chapter
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

Abstract The death of Fred Hall and the outbreak of the Second World War held the College back. But war would nourish a democratic spirit in a highly mobilised country which saw itself as fighting for freedom and the defeat of fascism. Crucially, the College managed to continue operating and attracted younger co-operative employees and members as well as visitors from colonies and soldiers from Poland and Canada. War would also break many of the bonds of empire as colonial peoples asserted the need for their own freedoms which posed challenges for co-operators. In these difficult times, plans for the future gestated, not least for co-operative education. As hurried adjustments and contingencies were being put in place, discussions about the purpose and principles of co-operative education surfaced. Indeed, in the long term, the war gave impetus and vitality to the felt need for a new college. Two world wars within a generation had been a punishing experience that led to demands for a different type of peace. Co-operators were able to take advantage of the centenary celebrations of the Rochdale Pioneers to raise funds to buy a new base for the College, Stanford Hall, an eighteenth-century country estate.

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)0.000
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.805
Threshold uncertainty score0.928

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.022
GPT teacher head0.343
Teacher spread0.321 · 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
GenreOther

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
Published2025
Admission routes1
Has abstractyes

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