Bibliographic record
Abstract
Before the Spanish-Cuban-American War of 1898, Protestantism and Cuban nationalism coexisted relatively comfortably and even naturally, the function of a Protestant movement under Spanish colonialism that, unlike the rest of Latin America, was run not by North American or English missionaries, but by Cuban ministers. After United States intervention in 1898, U.S. interests were imposed on virtually every sector of Cuban society, including organized Protestantism, influencing Cuba's development for at least the next half-century. Preempted by U.S. intervention, Cuban nationalism, in both its ecclesiastical and secular dimensions, endured and intensified with the deepening of Cubans' dependency on the U.S. Politically, Cuban nationalism was expressed in growing protests and demands for a more genuine independence by abrogating the Platt Amendment and otherwise ending U.S. interventionism. Ecclesiastically, Cubans pushed for a greater role in Protestant church affairs, and toward Cubanization of the Church. Protestant missions thus confronted a rising nationalism within and outside the Church. By 1920, eastern Cuba, the cradle of Cuban independence, became the epicenter of this struggle.
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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 | 0.004 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".