Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The Coming of Fabrizze, a novel written by Raymond De Capite, presents the story of an Italian, Fabrizze, emigrating from the Abruzzi region to the United States during the 1920s. In the novel, in spite of adversity and difficulties of adaptation in the new environment, the United States remains a land of opportunity and hope, which fueled the Italian diaspora. The novel focuses on the promises that emigration offers, employment especially, and the possibility to make a fortune in investing money in the stock market. Though several members of the Italian-American community went bankrupt because of wrong investments on the advice of Fabrizze, he remained the leader of the community and the beloved friend of other migrants. It seems that within their community values are different from those of their host society, as American capitalism is opposed to the migrants' solidarity. The novel insists on their optimistic character, and provides a romanticized view of emigration that pays tribute to Italian migrants.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it