La carte cognitive peut-elle constituer un outil fiable pour l’identification des logiques d’action de dirigeants des entreprises familiales tunisiennes?
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 cet article, l’auteure se propose de vérifier si la carte cognitive peut constituer un outil fiable pour identifier les logiques d’action de dirigeants d’entreprises familiales. À cet égard, elle examinera d’abord les cartes cognitives et leurs utilisations dans le champ du management pour ensuite présenter les différentes logiques d’action. Pour vérifier cette hypothèse, elle se penchera sur sept cas de dirigeants d’entreprises familiales tunisiennes appartenant au secteur de l’industrie chimique. La spécificité de la nature de l’entreprise familiale pousse l’auteure à s’y intéresser et à connaître les choix stratégiques de ces dirigeants.
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 | 0.004 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.004 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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