Bibliographic record
Abstract
Serge Patrice Thibodeau's poetry of the mid-1990s is striking as a reflection of the Acadian poet's strong attraction to Islamic spirituality and particularly Sufism. This is especially true in Le quatuor de l'errance and La traversee du desert , published jointly in 1995, and in Dans la Cite (1997). Thibodeau signals his affinity with Sufism through the epigraphs of Le quatuor de l'errance , most of which are taken from Sufi masters. The companion collection, La traversee du desert , contains no such epigraphs, but the integration of Sufi discourse is no less evident, establishing a clear continuity between the two collections that extends beyond their co-publication. The third volume, Dans la Cite, reintroduces two Sufi epigraphs (both by Ibn Arabi), interpolates Arabic script, and refers to Rumi and Ibn Arabi (along with John of the Cross) within the text.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.012 | 0.007 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".