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
Synthesizing work carried out by the author over the past twenty-five years, this article proposes a tentative disciplinary definition of critical museology, distinguishing its related methodological interdictions and describing its distinctiveness from what is here defined as operational museology. The article acknowledges the diverse intellectual sources that have informed the subject and calls for a reorientation and separation of critical museology from the operational museologies that form part of its area of study. Critical museology, it is argued, is not only an essential intellectual tool for better understanding museums, related exhibitionary institutions, fields of patrimony and counter patrimonies, and the global and local flows and conditions in which they are embedded, but is also crucial for developing new exhibitionary genres, telling untold stories, rearticulating knowledge systems for public dissemination, reimagining organizational and management structures, and repurposing museums and galleries in line with multicultural and intercultural states and communities.
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 | 0.000 | 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) | 0.101 | 0.006 |
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