Oliver Wendell Holmes and the Culture of Conversation
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
Peter Gibian explores the key role played by Oliver Wendell Holmes in what was known as America's 'Age of Conversation'. He was both a model and an analyst of the dynamic conversational form, which became central to many areas of mid-nineteenth-century life. Holmes' multivoiced writings can serve as a key to open up the closed interiors of Victorian America, whether in saloons or salons, parlours or clubs, hotels or boarding-houses, schoolrooms or doctors' offices. Combining social, intellectual, medical, legal and literary history with close textual analysis, and setting Holmes in dialogue with Emerson, Hawthorne, Melville, Fuller, Alcott and finally with his son, Justice Oliver Wendell Holmes Junior, Gibian radically redefines the context for our understanding of the major literary works of the American Renaissance.
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 | 0.002 |
| 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