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Record W2330869986 · doi:10.7202/044328ar

Jean-François Belzile, Vaincre et convaincre. Une dialectique indienne de la certitude (iii-vii s.), son éthique et sa comparaison avec la dialectique grecque. Québec, Les Presses de l’Université Laval (coll. « Zêtêsis », série « Textes et essais »), 2009, 434 p.

2010· article· fr· W2330869986 on OpenAlexaffvenueabout
André Couture

Bibliographic record

VenueLaval théologique et philosophique · 2010
Typearticle
Languagefr
FieldPsychology
TopicDiverse Academia and Research Topics
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

Jean-François Belzile, Vaincre et convaincre. Une dialectique indienne de la certitude (iiie-viie s.), son éthique et sa comparaison avec la dialectique grecque. Québec, Les Presses de l’Université Laval (coll. « Zêtêsis », série « Textes et essais »), 2009, 434 p.. An article from journal Laval théologique et philosophique (Intuition et abstraction dans les théories de la connaissance anciennes et médiévales (I)), on Érudit.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.691
Threshold uncertainty score0.622

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.004
Science and technology studies0.0070.005
Scholarly communication0.0050.007
Open science0.0010.001
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0230.007

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.

Opus teacher head0.024
GPT teacher head0.323
Teacher spread0.299 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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".

Quick stats

Citations0
Published2010
Admission routes3
Has abstractyes

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