Between the Local and the Transnational: New Historiographical Approaches on Argentine Political History, 1930 to 1943
Bibliographic record
Abstract
In the last two decades, new scholarship has revised one of the most contentiousperiods of twentieth-century Argentine history: the long decade of 1930-1943.These years have traditionally been the focus of strong political, ideological, andhistoriographical debates due, in great part, to their critical location as a hingebetween two other important periods. On the one hand, they represent the declineand crisis of the liberal republic, established in 1853, marked by the impactof the Great Depression in Argentina’s export economy as well as by the firstperiod of military rule in modern Argentine history, which began in September1930. On the other hand, the transformations experienced during those yearshave also been studied as the prelude to the rise of Juan Perón and his populistmovement, which began in full force with his participation in the military coupof June 1943 and the ensuing military regime of 1943-1946.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.006 | 0.009 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".