Bibliographic record
Abstract
L’article propose, d’abord, une définition et une caractérisation du topos dans le cadre de la sémantique interprétative, où il est assimilé à une structure sémantique socionormée investissant la sous-composante de la thématique appelée topique ; ensuite, un formalisme de représentation des structures sémantiques en général et des topoï en particulier, les graphes sémantiques (inspirés des conceptual graphs de Sowa); enfin, une représentation et une étude du topos que nous appellerons « le poète méprisé ». Le graphe-type que nous proposons est en fait une généralisation de ce topos : entre autres modifications, le poète y devient un individu exceptionnel et sa production poétique une transmission positive à la collectivité. Cette généralisation permet de montrer la nature transversale, transhistorique, transculturelle, transdiscursive — bref métissée et métissante — du topos, qui recouvre non seulement des occurrences littéraires (Baudelaire, Hugo, etc.), mais également religieuses (La Bible), philosophiques (Platon), lyriques (Aznavour), etc. L’étude topique envisagée ici consiste à mettre en rapport le topos-type et les divers topoï-occurrence qui le manifestent.
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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.009 | 0.010 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 0.002 |
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".