Bibliographic record
Abstract
En 1992-1993, les Forces canadiennes ont participe a la mission de maintien de la paix de l’Onu. Cependant que les troupes canadiennes etaient deployees en Somalie, s’y produisirent certains evenements qui ont entache la reputation des forces militaires canadiennes. Ces evenements comprenaient des coups de feu tires sur des intrus somaliens au camp canadien de Belet Uen et la mort par coups et blessures de l’adolescent Shidane Arone, confie a la garde de soldats du 2e commando du regiment aeroporte du Canada. Dans cet article, l’auteur se concentre sur les contingences de la situation creees par l’experience de l’etrangete, c’est-a-dire la rencontre entre les soldats canadiens et l’environnement africain, et sur la nature de leurs interactions avec la population locale. Les interpretations et l’analyse contenues dans cet article sont fondees sur plus de 50 entrevues approfondies, en plus de l’observation de plusieurs groupes de discussion auxquels ont participe des militaires canadiens de grades tres divers et certains membres de leur famille.
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.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.007 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 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 source (direct Gemma or distilled Codex), 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".