The conditions for successful restructuring
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Cette thèse vise l’amélioration de la compréhension des conditions de succès des restructurations. En identifiant les configurations de conditions permettant à une organisation d’affronter les défis des restructurations, les gestionnaires seront en mesure d’être mieux outillés afin de réussir leur projet de restructuration. Grâce à une revue de littérature exhaustive et en privilégiant la méthode de l’analyse comparative, la collecte de données réalisée sur l’industrie des fabricants de meubles québécois a permis le traitement de l’analyse booléenne pour produire différentes configurations. Les résultats obtenus ont favorisé l’identification de combinaisons de conditions qui peuvent favoriser le succès des restructurations. Ces résultats constituent un apport novateur et significatif pour les entreprises sur une problématique organisationnelle complexe en ajoutant une valeur prescriptive d’un point de vue managérial.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 it