Bibliographic record
Abstract
If the proverbial alien from outer space were to be placed, suddenly and unprepared, on the plaza overlooking the Western Wall in Jerusalem, what would he/she/it conclude about the prevailing political situation? One distinct ethnoreligious group would be seen beneath the wall, mourning their destruction and degradation against a meager ruin of what was clearly once a mighty structure. While above them, the location of what was, and indeed still is considered the holiest place in their religion was under the control of another ethnoreligious group, dominated by a glorious gold-plated dome enjoying its 14th century of existence on that spot. Which group would be presumed to be in control of the surrounding territory? Which would be presumed to have the larger army? Which would be presumed dominant, and which dominated? Viewed in this light, the continued centrality of such a symbol to Israeli and Jewish national identity appears paradoxical. Indeed, one of the first acts of Israeli authorities upon conquering the site along with the whole of Jerusalem's Old City in the 1967 Six Day War was to raze 135 houses in the quarter immediately adjoining the Western Wall, summarily evicting its 650 inhabitants, so that a vast plaza could be constructed, comparable to the sort that a state might build to showcase a national cathedral or public building, so that Jews could mourn their powerlessness and degradation in larger numbers and relative comfort. There is little question that this remnant of the Second Temple complex, destroyed by the Romans during the Judean revolt in 70 c.e ., remains Judaism's holiest site – arguably the only holy place universally recognized as such in the otherwise iconoclastic Jewish religion – as well as Israel's most important national symbol. The only site that has ever contested this latter designation is Masada, the location of the last battle of the Judean revolt against the Romans that ended in 73 c.e ., which prior to 1967 had been adopted as secular Zionism's most significant and inspirational monument. A booklet titled “Facts About Israel,” published in English by the Israeli Ministry of Foreign Affairs, summarizes the Masada story as follows in a chapter titled “Roots”: Nearly one thousand Jewish men, women and children who had survived the fall of Jerusalem refused to surrender to Rome. They took over King Herod's fortress on the steep rock-mountain of Masada by the Dead Sea. For three years they managed to hold their own against repeated Roman attempts to dislodge them. When the Romans finally broke through, they found that the Jews had committed suicide so as not to surrender to the enemy.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.359 | 0.178 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".