Bibliographic record
Abstract
The article identifies and investigates the semiotic and aesthetic nature of a specific type of artistic images, which can be called mathematical. In the theoretical part, based on known works of Russian and World literature, an analytical justification of the figurative structures assigned to this type is carried out, their independence is proved, which allows us to distinguish them from adjacent concepts — “the image of a number” and “numerical image”, the use of which already has its formed historical-literary tradition. The practical part of the article is devoted to a consistent analysis of the main mathematical images in the novel Life of Pi by the Canadian bilingual writer Y. Martel. The symbolism generated by these images contributes to revealing the mythological code of the main character’s name, structuring the novel chronotope, clarifying the dominant motif of the story, which is intended to illustrate the inner evolution of the protagonist. To generalize the relationship between the character and the surrounding world presented by Martell, a figurative formula is proposed whereby the image of the human in a literary text is derived from the ratio of spatio-temporal unity to the verbalized perception of this unity, deducted from the point of view. Implicitly contained in Life of Pi, the mathematical analogue of such formula is an identity expressing the algorithm of finding the constant “tau”. The latter one, being related to novel’s key concept of circle, is the mathematical symbol by which the author achieves a tense dynamic of the plot, affecting both physical and spiritual plans. Also, with the help of a geometric model (ellipse with increasing compression factor), the parable nature of the work is visualized and its motive logic is interpreted. The article ends with a review of the physical-philosophical problems of time outlined by the writer — the problem of the present moment and anisotropy, which, with some degree of conventionality, can be considered from the perspective of literary criticism.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.012 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| 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 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".