Blogging Identities on Israel/Palestine: Public Intellectuals and Their Audiences
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
Abstract Drawing on our research and blogging on Israel and the Israeli-Palestinian conflict, we make three claims about the role of scholar-bloggers in the social media age. First, as scholar-bloggers with some degree of ethno-national attachments related to our area of expertise, we contend that we are well positioned to issue the kinds of critiques that may resonate more deeply due to the very subjectivity that some perceive as a liability. Second, through the melding of scholarly arguments with popular writing forms, scholar-bloggers are uniquely poised to be at the forefront of public engagement and political literacy both with social media publics and with students. Third, the subjectivity hazard is an intrinsic part of any type of research and writing, whether that writing is aimed at a scholarly audience or any other, and should not be used as an argument against academic involvement in social media. Ultimately, subjectivities of both consumers and producers can evolve through these highly interactive media, a dynamic that deserves further examination.
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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.009 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 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