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
Dans le cadre de ce travail de recherche théorique, nous avons croisé les apports de la théorie néo-institutionnelle sociologique (DiMaggio et Powell, 1983 ; Fligstein, 1998 ; Leca, Julie, et Boxenbaum, 2008), et les apports du courant de la dénaturation des PME (Julien, 1994 ; Julien et Marchesnay, 1996 ; Torrès, 1999), pour développer un cadre conceptuel qui met en avant l’apport de la démarche collective de diffusion des pratiques de la RSE dans les PME. Puis, au travers d’une revue de la littérature sur les stratégies collectives (Yami, 2003 ; Levy, Loebbecke et Powell, 2003 ; Morris, Koçak et Özer, 2007 ; Gnyawali et Park, 2009), nous montrons pourquoi la démarche collective constitue un vecteur d’intégration stratégique des principes de RSE dans les PME.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it