Bibliographic record
Abstract
By the 1930s, civic leaders were promoting New Orleans as a tourist destination while the city lurched toward bankruptcy. As the city continued to develop through the 20th century, it became a melting pot of diverse cultures and a mecca for bohemians and LGBTQ people. Gay bars prospered in the French Quarter, and jazz clubs hired integrated bands. Sister Gertrude Morgan was a self-appointed missionary and preacher, Bride of Christ, artist, musician, poet, and writer of profound religious faith. After a revelation in 1934, she decided to travel to New Orleans to evangelize. In the late 1950s, she began singing on French Quarter corners, playing the guitar and tambourine, and selling her paintings. Her work caught the attention of art dealer Larry Borenstein, who helped launch her career as an artist. Borenstein came from a family of Russian Jews in Milwaukee. He worked in a wide variety of jobs in his youth, eventually settling in New Orleans and expanding into real estate and art dealership. He made friends with members of the gay community, artists, and musicians, and helped found the Preservation Hall jazz club.
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 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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.123 | 0.038 |
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".