Analyse des réseaux sociaux en ville: La semaine d'un immigrant Congolais à Ottawa
Bibliographic record
Abstract
El artículo analiza la relaciones sociales en la ciudad de Ottawa, en América del Norte. El texto señala la existencia de relaciones comunitarias locales (mutas, iglesias) y relaciones transnacionales (los “affaires” salidos de aquí para mantener el desarrollo económico y social allí). En la cotidianidad se constata la fragilidad del trabajo y de sus condiciones de vida por el mecanismo de la sub-contratación en el empleo, su implicación en la vida social (la recomposición de la “familia extensa”) y económica (el empleo, el consumo de bienes como el teléfono, Internet como ejemplo de los modos de acción de la mundialización), la vinculación mantenida con los amigos, los familiares y el resto de personas que habitan el mundo y un interés en salvaguardar los aspectos positivos de su cultura sin renunciar a cuestiones esenciales de la cultura de aquí. _________________ ABSTRACT: The purpose of this paper is to analyze social networks in the urban area of Ottawa of a Congolese and weakened labour in Canada. The text indicates the existence of local community networks (community associations, churches) and transnational networks (businesses started ''here'' to sustain economic and social development ''there''). Each day, his work and living conditions are weakened by the mechanism of subcontracting which employs him, his involvement in social life (the rebuilding or the recomposition of his ''extended family'') and the Economy (job, consumption of services such as the telephone and the Internet which are the vehicles of globalization), a bond maintained with friends, cousins and nephews living around the world and the interest to save the positive aspects of his culture without challenging the essential content of the culture of ''here''. As a result, he is both ''here'' and ''there''.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.022 | 0.007 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 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".