Bibliographic record
Abstract
This paper will critically examine the prevailing narrative of Israel's self-proclaimed innocence that dominates Western discourse, often reinforced through censorship and selective publications. In doing so, it uncovers the evident disparity between Israel's proclaimed ethical standing and the documented instances of severe human rights violations against the Palestinian population, including Apartheid and the suppression of Palestinian voices. This paper will also shed light on the inconsistent reactions of Western media by contrasting responses to Israel's human rights abuses with those directed towards other nations committing similar atrocities. By unravelling these discrepancies, this research contributes to a deeper understanding of the ethical dimensions surrounding the Palestinian occupation and questions the portrayal of Israel's actions and their reception in the global media landscape. Author’s note: This was written in honor of Palestinian civilians suffering the ongoing genocide inflicted by Israel on the Gaza Strip and neighboring villages since October 7, 2023. More than 32000 Palestinians, 1/3rd being children, as of March 27th, 2024, have been murdered.
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How this classification was reachedexpand
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".