Bibliographic record
Abstract
This chapter traces the unique role Hesiodic poetry has played in the history of thought throughout the twentieth century, with a focus on two main areas: Freudian constructs and structuralism. The chapter demonstrates how Freud’s Civilization and Its Discontents in the first half of the century parallels key narrative themes from Hesiodic poetry. Freud, however, did not often invoke Hesiod directly in this work, and such lack of conscious reference may be the strongest indication of the influence Hesiodic narrative exerted as a dominant psychological and cultural paradigm in the early twentieth century. Concerning the development of structuralism in the second half of the twentieth century, the chapter discusses how classical scholars, such as Vernant, Detienne, and Pucci, have caused Hesiod to play a key role in broader debates on the relationship among history, structure, and political power in postwar France. Ultimately, the chapter demonstrates how Hesiodic poetry has been and continues to remain a rich source for theorizing the present.
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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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.036 |
| Scholarly communication | 0.006 | 0.012 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 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".