Les compétences entrepreneuriales du dirigeant au coeur de l’émergence d’un réseau international de PME
Bibliographic record
Abstract
L’objectif de cet article est d’apporter des connaissances sur l’émergence d’un réseau international de PME au travers de l’analyse des compétences entrepreneuriales du dirigeant. Dans cette optique, l’approcheResource Based Viewet plus particulièrement les travaux de Barney et Clark (2007) ont été mobilisés. L’étude longitudinale et rétrospective d’un cas émergent de réseau de PME révèle trois étapes clés : l’identification de l’opportunité d’un réseau international impulsée par la mobilisation du capital humain et relationnel, l’évaluation de l’opportunité s’appuyant sur l’animation du capital humain et relationnel, et l’exploitation de l’opportunité nécessitant la coordination du capital humain et relationnel.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".