La gouvernance dans les industries fondées sur la science Le cas des biotechnologies du Québec
Bibliographic record
Abstract
Dans le cadre d'une approche régulationniste, le papier aborde la question de la gouvernance dans les industries qui mettent en jeu une incertitude radicale à caractère scientifique. Le contexte des entreprises de biotechnologie du Québec fait apparaître à travers des entretiens auprès de 110 dirigeants plusieurs modèles de création de valeur qui posent différemment la question de la rencontre entre les projets des acteurs du cluster des biotechnologies et ceux des acteurs ou partenaires financiers. C'est autour des incertitudes en jeu dans les échanges de comportements entre ces divers protagonistes des régulations que la question de la maîtrise des savoirs d'expertise trouve toute sa place et que la gouvernance mixte se joue.
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.
How this classification was reachedexpand
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.005 |
| Science and technology studies | 0.003 | 0.051 |
| Scholarly communication | 0.001 | 0.004 |
| Open science | 0.005 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".