Bibliographic record
Abstract
The Odyssey presents a striking series of situations in which the protagonist is reduced to the status of a helpless spectator, watching the action unfold but unable to act. These situations include a number of episodes in the apologoi, as well as Odysseus constrained by his disguise on Ithaca. I argue that the significance of this series can be brought out through comparison with Deleuze’s philosophy of cinema, which turns precisely on the point at which protagonists in film change from actors who can affect their situations to viewers who can only watch. By examining the construction of the “action-image” from its ontological foundations in Bergson’s concepts of image and movement, we see how Homeric poetics presents alternatives to subject-centered and action-oriented narrative. Further, through Deleuze’s analyses of how time becomes visible when cinematic action is inhibited, we find parallel processes underlying the Odyssey’s helpless spectators. Finally, the connection between helplessness, spectatorship, and time offers—with help from Adorno’s notion of “epic naïveté”—an explanation of the power of the formulaic phrase “for a little, not for very long” (μίνυνθά περ, οὔ τι μάλα δήν, Od. 22.473), which ends the episode in which Odysseus’s maidservants are hanged.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.008 | 0.017 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.004 |
| 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 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".