"Back to the Future": A Comparative Ethical Look at Israeli Arab Future Vision Documents
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
Israeli Arabs' "future vision" documents are an ethical-political manifesto, contextualized in academic discourse and informed by socio-historical parallels. Hence, this article examines their political ethics in a comparative perspective, by referencing the case of Israeli Arabs along with two other distinct intra-state conflicts: the strife between Anglophones and Francophones in Canada and the struggle between Macedonians and Albanians in Macedonia. These cases illuminate two main ethical-political alternatives to the present pattern of relations between Jews and Arabs in Israel. Although the Canadian case indicates a renunciation of ethno-nationalism in favor of civic and linguistic patriotism, the Macedonian case presents an attempt to reconcile ethno-national affiliation with democratic principles. Projecting the ethical discussion of the Canadian and Macedonian cases onto Israel, I contend that normative acceptance of the mutual and dual right of self-determination, regarding both the individual's collective identity and the collective's polity, is a precondition for reconciliation between Jews and Arabs.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.012 |
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