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Record W4387778046 · doi:10.1515/9780887553592

Providence Watching

2003· book· en· W4387778046 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Manitoba Press eBooks · 2003
Typebook
Languageen
FieldSocial Sciences
TopicAmerican Constitutional Law and Politics
Canadian institutionsnot available
Fundersnot available
KeywordsBiology

Abstract

fetched live from OpenAlex

At the start of the Second World War, Poland was invaded by both the German and the Soviet armies. The country was unable to withstand the assaults and thousands of Polish soldiers and civilians were shipped to labour camps and prisons, where starvation, disease, and mistreatment were their daily expectations. With the signing of an amnesty between the Polish and Soviet governments in 1942, many of these soldiers were engaged in rebuilding the Polish army, and travelled through the Mideast to fight in the Italian campaign.After the war, Canada accepted over 4000 Polish immigrant soldiers and their families who did not want to return to a communist regime in their country. This book is a moving oral history of the experiences of forty-five individuals during that transition period between the outbreak of war and their eventual relocation in Canada. Their memories of those times remain clear, not so remarkably perhaps, as they recount how they struggled in labour and prison camps, refugee camps, and exile in freezing northern climates, often arriving with the clothes they wore and nothing else. There are stories here of families torn apart and reunited, courageous escapes, underground resistance, friendship and emnity, and above all of survival. To read these memoirs is to understand how the inhumanity of war is confronted and defied by the indomitable human spirit.

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)0.000
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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.962
Threshold uncertainty score0.982

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
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 head0.037
GPT teacher head0.238
Teacher spread0.201 · 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

Citations1
Published2003
Admission routes1
Has abstractyes

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