Larger Than Life: Titanic And Her Name Heritage
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
AbstractRanked as one of the worst maritime disasters of all time, the well-known story of the tragic maiden voyage of R.M.S. Titanic has been thoroughly researched and retold periodically with renewed interest through means of popular culture and literature. This article identifies, discusses, and analyzes pertinent observations that, in turn, reveal specific patterns regarding the practice of names and naming that came to light during the process of examining the gravemarkers and cenotaphs of her passengers. Beginning with the origin of the ship's name, the evolution of her nicknames, and the patterns revealed by the names of her first-class passengers, a case can be made for the role of class distinction in the preservation and replication of names held by America's aristocracy. Sources of data were confined to primary documents, archival materials, and field notes and photographs taken during the last five years spanning the United States and Canada.
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 | 0.000 | 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 | 0.000 | 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) | 0.006 | 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