Bibliographic record
Abstract
Massive emigration from the Dominican Republic to the United States began in 1966. A large contingent of Dominicans left their native land between 1963 and 1965 in the wake of political instability. Many of those who left during these years belonged to the elite classes of Dominican society. In 1966, however, Dominican migration changed: it became an enormous exodus of people looking for jobs. In 1960, fewer than 10,000 Dominicans resided in the United States. By 1980, the number of Dominicans in the United States had increased to 170,817, and by 2010, to over 1.4 million, according to the US Census. The majority of Dominicans came between 1990 and 2000. During that decade, almost 300,000 Dominicans obtained permanent residence, and 90 percent of them obtained it through the Family Reunification Act of 1965. Most Dominican migrants settled in New York. In 1980, over 73 percent of Dominicans resided in the state of New York, and New York City housed close to 95 percent of that population in the United States. In 1990, Dominicans were the largest immigrant group in New York City, with a population of 332,713. Their remarkable demographic growth resulted from immigration influxes combined with high fertility rates among Dominican women. The massive arrival of Dominicans coincided with a socioeconomic restructuring in the labor market; more jobs were being created in the service sector than in any other area, and stable, unionized blue-collar manufacturing jobs were rapidly disappearing. In 1990, the growth of the Dominican population in New York City decelerated. But, the Dominican population grew fast in other states across the United States, particularly in the Northeast, California, and Alaska. Such growth created Dominican communities with vibrant businesses, a cultural presence, and an active political life. A Dominican community today shows distress and progress simultaneously. In Florida, Dominican households’ annual income in 2010 was half of the income of non-Hispanic whites; in New York, one-fourth of Dominican families lived below the poverty line, and more Dominicans were deported back than were those to all other Caribbean nations combined. Yet, Hollywood movie star Zoe Saldana became an American household name, Julissa Reynoso served as the youngest US ambassador at that time, Thomas Perez served as Assistant Attorney General for the civil rights division of the US Justice Department in the Obama administration, and Dominicans elect their own to political posts in many of the cities where they now live. The annotations reflect the above descriptions of US Dominicans. They also point out the most salient issues in Dominican scholarship, debates, and what remain unquestionable truths about the character of this group.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".