Bibliographic record
Abstract
Laïcité et humanisme : un titre et deux mots de grande actualité tant au Québec qu’ailleurs dans le monde. Cet ouvrage, avec des contributions d’acteurs clés qui alimentent le débat sur le sens et la définition de la laïcité dans le Québec du XXIe siècle, arrive à point nommé. Les textes de Thomas De Koninck, Jacques Dufresne, Georges Leroux, Guillaume Rousseau, Mathieu Bock-Côté, Normand Baillargeon, Mohamed Lotfi et Charles Le Blanc ne défendent pas une thèse particulière à propos de la laïcité. Ils forment plutôt un ensemble de réflexions polyphoniques qui se présentent comme une contribution philosophique, juridique, politique et sociologique à la question de la neutralité religieuse de l’État. À la fin du recueil figure un texte de Voltaire sur la tolérance, qui vient à la fois inscrire les questions abordées dans une perspective historique et illustrer le caractère continu d’un débat dont cet ouvrage se veut l’un des nombreux échos.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.006 | 0.018 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.015 | 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".