Corporate Social Responsibility: An International Perspective
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
Over the past decade, there has been increasing interest in the concept of Corporate Social Responsibility (CSR), and the proposition that corporations should take into account the interests of stakeholders other than their shareholders. Support for this idea has come not only from corporations themselves, but from national governments, extranational organizations such as the United Nations, and non-governmental organizations. As a result, recent years have seen legislative efforts to encourage or even mandate some form of CSR, with the reporting of CSR activities recently enshrined in Danish law, and proposed legislation in Canada which seeks to regulate the activities of Canadian mining companies in developing nations. However, questions have arisen as to whether CSR advances a consistent set of interests and principles, and whether it effectively serves the societal interests it purports to advance. This paper will consider the varying definitions which have been have been advanced for CSR, and canvass the varying interests that it has been used to promote. It will identify the organizations and forces which have been termed the “drivers” of the CSR movement, and consider some of the criticisms which have been leveled against it. Finally, it considers the efforts that varying governments and international actors have taken to encourage CSR, and identifies trends which may be expected to play an increasing role in the CSR movement internationally. Corporate Social Responsibility Defined
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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 | 0.000 | 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 | 0.000 |
| 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