Of Golden Feathers and Light Reading: Guido Gozzano's "Piumadoro e Piombofino"
Bibliographic record
Abstract
Guido Gozzano's "Piumadoro e Piombofino" (1909) is a text light in terms of genre (a literary fairy tale), style (six short, poetic segments, rich in repetitions and fantastic elements), and, most obviously, content (the eponymous protagonist suffers from a spell that has made her body weightless). A comparison between Gozzano's tale and its two literary antecedents — George MacDonald's "The Light Princess" and Luigi Capuana's "Piuma d'oro" — reveals a play with citations and literary models analogous to that found in Gozzano's poetry as well as the addition of significant social reflections: Gozzano's protagonist overcomes the hurdles of a difficult age (embodied in the tasks of the Fairy of Adolescence); she saves the man she loves rather than the other way around; she starts out at the lowest social rank and becomes, in the end, a queen.
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 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 teacher head, 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".