Bibliographic record
Abstract
I call this chapter American satyriasis because each of the three writers considered here associate a literary version of satyriasis, also known as Don Juanism, or more recently sex addiction, with American manhood and nation building in the West. This motif of perpetual erotic arousal is best articulated in Whitman’s poetry and prose about “camaraderie” in the West. Frank Harris also connects perpetual sexual indulgences with the heights of literary ecstasy and freedoms of young men in Kansas in the 1870s. Claude Hartland’s autobiography, The Story of a Life , characterizes satyriasis as an “animal spirit” that overcomes his reason and compels him to have multiple male sex partners in and around St. Louis during the 1890s. Hartland’s sexual confession defines, if not a nation, at least a community of temporary lovers, and the doctors who would cure them, in the city known as the Gateway to the West. Whitman, Harris, and Hartland, in other words, developed a poetics of homoeroticism in the last quarter of the nineteenth century, and associated it with the American West. These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
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".