Inmigración, inversión e industria en Puebla. La trayectoria empresarial de los hermanos Díaz Rubín, 1878-1914
Bibliographic record
Abstract
In this paper we analyze the Company History of Díaz Rubín brothers in Puebla\nbetween 1878 and 1914. Díaz Rubín family came from Asturias in order to settle\ndown in Puebla in the last quarter of the twentieth century. First of all, we have\n...... ................ .......... ............ .................... .................... ........ .... ................ .............. ...... ............ ............\ncommercial and industrial business because they continued a family tradition\n..........................................................................................................................................................\nperiod. The article also analyzes the water and land hoarding made by Díaz Rubín\nbrothers in order to earn money to invest in their businesses. This paper highlights\nthree main factors in the business activity: the buyout and modernization of the\nsugar mills in Izúcar, the setting up of textile factories in Puebla and Atlixco\nand the establishment of grocery stores. Furthermore, this article studies other\ninvestments made on banking and railways.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".