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
ABSTRACT Rugman and Verbeke (2002 ) established that Edith Penrose's contribution to the resource‐based view in strategic management has been misunderstood by many scholars in the field. The present paper augments this analysis, and demonstrates that Penrose did not view the pursuit of rents as a worthwhile endeavour. Penrose did build on a number of conceptual foundations of neo‐classical economics, and accepted the profit‐maximizing assumption as largely consistent with the pursuit of an optimal growth path. But optimal growth, not the pursuit of rents, was the focus of her analysis. In addition, Edith Penrose's real normative agenda was the increase of societal welfare at the macro‐level through innovation at the firm‐level. Penrose's work on multinational enterprises shows that she had a strong preference for eliminating rents that would accrue to large multinational firms at the expense of local firms in host countries.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it