L'exercice des parentés et la transmission des savoirs relationnels. Recherche exploratoire sur les sites de réseaux sociaux des Inuit des îles Belcher (Nunavut)
Bibliographic record
Abstract
The expansion and systematic use of online networks in the Canadian Arctic regions since the early 2000s open up a new field of observation and analysis in anthropology. Following field researches conducted in Sanikiluaq (Nunavut, Canada) between 2007 and 2010, this paper explores the discourses and practices related to Inuit kinship on social networking websites. Based on the analysis of personal profiles from Bebo and Facebook pages, it especially deals with the Qikirtamiut (i.e. Islanders) relational knowledge and its practices and diffusion on the Internet. The question of the parental use of the Internet in Sanikiluaq is all the more relevant as some young parents describe the context of intergenerational transmission as problematic - both in terms of circulation of knowledge, and family and community settings changes.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.005 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".