Matters of visuality in legitimation practices: Dual iconographies in a meeting room
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
Legitimacy and legitimation practices are key constructs in the neo-institutional literature. So far, much scholarship has drawn on ideational and discursive approaches of legitimation. Yet, the organizational world has become increasingly iconographical, and visuals seem to have been at the core of contemporary legitimacy claims. This research investigates the visual artifacts and practices embedded in the elaboration of legitimacy claims. Through an iconographic lens applied to practices unfolding in a meeting room, this research emphasizes the image-screen and image-object iconographies involved in the elaboration of legitimation claims. Visual practices elicit symbolic spaces that organizational actors may then mobilize as worlds of justification and legitimization.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| 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