The American Dream: Its Echoes and Possibilities in Literary Discourse
Bibliographic record
Abstract
The American Dream stems from the inaugural speech of President Franklin Roosevelt’s “Four Freedoms”(1941). The Four Freedoms envisaged an American society where the freedom of worship, freedom of speech, freedom of movement and the rights to life are enshrined, guaranteed, and accommodated. America has been clouded with numerous yearnings from all angles – politics, academic, economic, among other social upheavals for the enthronement of the Four Freedoms. Literary scholars have diminutively expressed the horrors of African Americans in various forms and shades, and have hopefully waited for the day it will be implemented. This paper attempts to relay the horrors, echoes, and possibilities of the American Dream as expressed by literary scholars, and the mass media. It also attempts to unveil the measures the African Americans have tried to live within the face of the horrors that have attained their existence among the White Americans. The possibilities of their struggles to live above subjugations, oppressions, the Jim Crow Laws, and racial discrimination that have rocked the American society for decades are also within the wavelength of this work.
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 | 0.004 | 0.051 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.010 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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; both teacher heads agree on what is shown here.
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".