Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract The report on the Royal Commission on Aboriginal Peoples (1996), the Kelowna Accord announced in 2005 (five-billion dollars) followed by its demise in 2006, and the settlement in 2006 for Aboriginal survivors of residential schools (1.9 billion dollars), are but some of the recent high-profile indicators of the challenges to Canada in dealing with the 500-year history of European contact with North America’s original inhabitants. While not without its challenges, the creation of Nunavut in 1999 stands apart from this history as a landmark for Inuit self-determination in Canada and a beacon of hope for other Aboriginal peoples. Building on the idea that educational change takes place within the intersecting socio-cultural contexts of the school and the larger world around it, and drawing on data from an eight-year series of design experiments in classrooms in the Baffin (now Qikiqtani) region of Nunavut, this paper explores the potential of knowledge building and knowledge-building technologies to support powerful bilingual (Inuktitut/English) and bicultural learning experiences for Aboriginal students. Résumé : Le rapport de la Commission royale sur les peuples autochtones (1996), l’Accord de Kelowna annoncé en 2005 (cinq milliards de dollars), suivi de son annulation en 2006, de même que le règlement de 2006 visant à indemniser les victimes de sévices infligés dans les pensionnats indiens (1,9 milliard de dollars), ne sont que quelques-uns des événements marquants récents qui témoignent des défis que le Canada doit relever en ce qui a trait à son histoire de 500 ans de contact entre les Européens et les Premières nations d’Amérique du Nord. Bien qu’elle ait comporté sa part de défis, la création du Nunavut en 1999 se démarque dans le cours de l’histoire en tant que point de repère pour l’autodétermination des Inuits au Canada et représente une lueur d’espoir pour les autres nations autochtones. S’appuyant sur l’idée que le changement en éducation se produit à l’intersection des contextes socioculturels de l’école et du monde qui l’entoure ainsi que sur des données provenant d’une série d’expériences de conception réalisées sur une période de huit ans dans les classes de la région de Baffin (maintenant Qikiqtani) au Nunavut, le présent article explore le potentiel de coélaboration des connaissances de même que les technologies de coélaboration de connaissances qui peuvent venir appuyer les fortes expériences d’apprentissage bilingues (inuktitut/anglais) et biculturelles des élèves autochtones.
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.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it