MétaCan
Menu
Back to cohort

Cóż będzie dalej? Nieznany list gen. broni Kazimierza Sosnkowskiego z roku 1945 o sytuacji międzynarodowej i perspektywach sprawy polskiej

2020· article· en· W3211797173 on OpenAlexaboutno aff
Jerzy Kirszak

Bibliographic record

VenuePrzegląd Historyczno-Wojskowy · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicPolish Historical and Cultural Studies
Canadian institutionsnot available
Fundersnot available
KeywordsDismissalPoliticsLawIndependence (probability theory)World War IIState (computer science)Political scienceHistoryAncient historyMathematics

Abstract

fetched live from OpenAlex

After his dismissal from the post of Commander-in-Chief, General Kazimierz Sosnkowski was given a leave of absence and via New York he went to Canada to visit his juvenile sons, who were evacuated there. Unintentionally, Canada became a place of his half-internment. From across the ocean he followed the development of the international situation, the assessment of which he presented, among others, in a letter to a former trusted subordinate, Colonel Franciszek Demel. Sosnkowski aptly predicted a number of events and socio-political processes of the near and far future. For example, he forecast the imminent disbanding of the Polish Armed Forces in the West, the end of Stanisław Mikołajczyk’s activity in Stalin-controlled Poland, or the constant expansion of Russian imperialism. He also showed the backstage and effects of his removal from the post of Commander-in-Chief, which made the process of dismantling the army in exile much quicker, and due to which the opportunities for securing a better existence of soldiers in exile and funds for organized independence activity in the free world were lost. The General’s statement presents a clear-headed assessment of the political activity of the highest Polish state and military authorities in the last months of the World War II, and carefully analyzes the behind-the-scenes personal games which led, for example, to the dismissal of General Władysław Anders from the post of Acting Commander-in-Chief in favor of General Tadeusz Bór-Komorowski. This document is an interesting material for researchers of the beginnings of post-war emigration, the process of dismantling the Polish Armed Forces, and finally makes a valuable contribution to the biographers of Kazimierz Sosnkowski.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.882
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0040.002
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.003

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 head0.058
GPT teacher head0.279
Teacher spread0.221 · 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; both teacher heads agree on what is shown here.

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
Published2020
Admission routes1
Has abstractyes

Explore more

Same venuePrzegląd Historyczno-WojskowySame topicPolish Historical and Cultural StudiesFrench-language works237,207