Finance entrepreneuriale et réalité des PME : une enquête internationale sur les connaissances et les pratiques académiques des chercheurs1
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
La finance entrepreneuriale est un champ de connaissances propre à l’entrepreneur/ PME qui prend en compte leurs spécificités dans l’analyse des problématiques financières. Bien qu’ayant profité des conseils de chercheurs chevronnés pour favoriser son émergence, il n’est pas encore bien « installé » dans les milieux académiques. On le constate, à partir d’une enquête internationale à laquelle ont répondu 149 chercheurs, par l’absence de références communes et la prédominance de certaines théories et méthodes qui reflètent plus l’idéologie de la finance classique. Ces résultats nous amènent à faire quelques propositions susceptibles de favoriser la production de connaissances utiles aux praticiens.
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) | 0.001 | 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 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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