Exploring the effects of liminality on corporate social responsibility in inter-firm outsourcing relationships
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
This article draws on the evidence gathered from a corporate social responsibility (CSR) research project in the area of global information technology (IT) outsourcing to examine the impact of liminality. IT outsourcing offers a novel context to study this phenomena, as it operates across the boundaries of both firm and country. The case study focuses on the specific project of a school in India, as the liminal space found ‘betwixt and between’ the client and provider of IT outsourcing services. Three stages of liminality are identified: separation (divestiture), transition (liminality) and incorporation (investiture); through the interpretive analysis of the empirical material. The construct of communitas is proposed for analysing the impact of liminality on the relationship between an outsourcing client and the provider. The understanding of liminality and communitas has both theoretical and practical implications, and contributes to the understanding of relationships and the wider role of CSR in global IT outsourcing.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| 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