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
Under the circumstances of the severe ecological crisis, ecocriticism has become a hot topic. In recent years, the natural world in Hemingway’s works has come into the view of the ecocritics. This paper is, according to the theory of ecocriticism, to interpret Hemingway’s masterpiece The Old Man and the Sea from the perspective of anti-ecology, which is often neglected by traditional literary critics. Through thorough analysis of the text, the author claims that the novella has presented the protagonist, Santiago’s anti-ecological-consciousness. At the same time, it further reflects the ambivalent attitude of Hemingway himself towards nature: reverence for nature and desire to conquer nature. Key words: Anti-ecological-consciousness; Ecocriticism; Ernest Hemingway Resume: Dans les circonstances d'une grave crise ecologique, l'ecocriticisme est devenu un sujet brulant. Ces dernieres annees, le monde naturel dans les oeuvres d'Hemingway est entre dans la vue de l'ecocritiques. Cet article est, selon la theorie de l'ecocriticisme, d'interpreter le chef d'oeuvre de Hemingway Le Vieil Homme et la mer du point de vue anti-ecologique, qui est souvent negligee par les critiques litteraires traditionnels. Grace a une analyse approfondie du texte, l'auteur affirme que le roman a presente la consicence anti-ecologique du protagoniste, Santiago. En meme temps, il reflete en outre l'attitude ambivalente de Hemingway lui-meme envers la nature: le respect de la nature et le desir de conquerir la nature. Mots-cles: Conscience anti ecologique; Ecocritisme; Ernest Hemingway
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.011 |
| 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