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Record W1170082652

Italiani Brava Gente? The Italian occupation of southeastern France in the Second World War, 1940-1943

2011· dissertation· en· W1170082652 on OpenAlexfundno aff
Emanuele Sica

Bibliographic record

VenueUWSpace (University of Waterloo) · 2011
Typedissertation
Languageen
FieldSocial Sciences
TopicItalian Fascism and Post-war Society
Canadian institutionsnot available
FundersUniversity of Waterloo
KeywordsWorld War IIGeographyFirst world warHistoryAncient historyArchaeology
DOInot available

Abstract

fetched live from OpenAlex

Many academic works have focused on the German occupation of France in the Second World War, both from the perspective of the occupiers and the occupied. Only a few monographs however had dealt so far with the Italian military occupation of southeastern France between 1940 and 1943. My dissertation strives to fill this historiographical gap, by analyzing the Italian occupation policy established by both Italian civilian and military authorities. Compared to the German occupation policy, the Italian occupation was considerably more lenient, as no massacres were perpetrated and wanton violence was rare. In fact, the Italian occupation of France contrasts sharply with the occupation in the Balkans, where Italians resorted to brutal retaliation in response to guerilla activities. Indeed, softer measures in France stemmed from pragmatic reasons, as the Italian army had not the manpower to implement a draconian occupation, but also due to an humanitarian mindset, especially with regards to the Jewish population in southeastern France. This work endeavors to examine the occupation and its impact on southeastern France, especially at a grassroots level, with a particular emphasis on the relations between the Italian soldiers and the Italian immigrants in the area. Furthermore, much light will be shed on the conflict opposing French officials to Italian ones, and on the differences in policy between Italian civilian authorities and Italian military officials.

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)0.001
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.241
Threshold uncertainty score0.479

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.014
GPT teacher head0.227
Teacher spread0.213 · 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 designQualitative
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
Published2011
Admission routes1
Has abstractyes

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Same venueUWSpace (University of Waterloo)Same topicItalian Fascism and Post-war SocietyFrench-language works237,207