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
There is a major problem in connection with the wrath of Poseidon in Homer's Odyssey . We are told by Homer and Zeus ( Od . 1.20-1, 1.68-75) that Poseidon raged continually against the hero from the time that the Cyclops was blinded until Odysseus reached Ithaca; and, when back on Ithaca the man complains to Athena about her absence and lack of help during the whole period of his wanderings after the fall of Troy, she says at 13.341-3 that she was avoiding confrontation with her angry uncle during all that time. But the only specified manifestation of that anger is the storm roused by the sea-god after Odysseus leaves Calypso in Book 5, in the tenth year after Polyphemus’ prayer to his father for revenge. It seems extraordinary that Poseidon should have waited so long before acting against him, and then have attacked him only once, merely causing him difficulty before he reached Scheria, and not (since it was fated for him to get home, and troubles there are already assured thanks to the suitors) ensuring his late return in a miserable plight on another's ship after losing all his companions, as his blinded son had requested (at 9.532-5).
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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