A humanitarian organization in action: organizational discourse as an immutable mobile
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
Following Alvesson and Kärreman's (2000) influential essay on the modes and interpretation of organizational discourse, this article reports on a longitudinal study of naturally occurring interactions that took place before, during, and after a meeting between representatives of Médecins sans Frontières (Doctors without Borders), a well-known humanitarian organization, and representatives of local health centers in a region of the Democratic Republic of Congo. This episode is used to exemplify the fruitfulness of adopting a view that incorporates two dimensions of discourse, that is, what Alvesson and Kärreman identify as its transient (autonomous) and muscular (determining) nature. The longitudinal aspect of our study allows us to show what interactants accomplish in particular settings, while illustrating a crucial aspect of the trans-local dimension of their talk. As shown in this article, a given Discourse must be embodied, materialized or even incarnated in discourses, that is, tokens of text or talk, in order for it to be reproduced, sustained and transported from one point to another, that is, to become what Latour (1987) calls an immutable mobile . A given Discourse can thus maintain its shape across time and space only if a lot of interactive work is done to assure the stability of its associations in the ordinary day-to-day activity of the people who embody it.
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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