Bibliographic record
Abstract
In his novel entitled Gazole (2001), Bertrand Gervais, a Quebec writer, takes up the issue of suicide and its psychological and social impact. The main character, Lancelot Tremblay, whose job is to write lyrics for a rock band Le Livre des Morts (Eng. The Book of the Dead), hangs himself in his apartment. His naked body with an erect penis is discovered by the other members of the band Gazole and Pyramide. Their reactions to this deadly act are, however, different. Submerging himself in mourning, Pyramide withdraws emotionally from his relationship with his girlfriend Gazole, who, deeply touched by her partner’s newly developed indifference to her, delves into an investigation into the causes of Lancelot’s suicide. Being increasingly fascinated by the figure of Lancelot, Gazole reconstructs a new picture of him. Pieces of memories conjured up by those who knew Lancelot, like incomplete pieces of a puzzle, make Gazole form a romantic image of his absence. The mysterious and tragic figure of the young poet who chose to extinguish himself fires the woman’s imagination, who fantasizes about a sentimental and erotic relationship with him. An emptiness created by the suicide forces the woman to ponder over the nature of death, an eternal absence. Obsessed with this imaginary presence of Lanelot, Gazole has to set herself free from its influence, which causes her to flirt with a razorblade in a bathtub. The foray into Lancelot’s suicide gives Gazole an insight into her own true identity. Gazole discovers her internal feminine strength and frees herself from the shackles of Lancelot’s mental and sexual hold.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.017 | 0.009 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.004 | 0.010 |
| Insufficient payload (model declined to judge) | 0.008 | 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".