The Forces Shaping French-Algerian Relations
Bibliographic record
Abstract
Prior to 1830, Algeria was nominally a part of the Ottoman Empire. In point of fact, however, the actual control exercised 3 by Constantinople over Algeria was nominal. The Dey, the representative of Ottoman power in Algeria, had little influence beyond the confines of the metropolis of Algiers. The Arab-Berber population of the area numbering some two million lived largely a semi-nomadic existence. Their allegiance was first to family and tribe. Broader allegiances were minimal and the concept of national solidarity non-existent. On the eve of French penetration, therefore, there existed two authorities. On the me hand, the decadent authority of the Ottoman Empire which had long ceased to exercise any effective control over the life of the country. On the other, a conglomeration of autonomous families and tribes knowing no other law than that of arms. During the past century and a quarter of French control, these two forms of authority were replaced; initially by French military and administrative control and now by a organized indigenous nationalist movement attempting to dislodge the French.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".