Inuit TakugatsaliuKatiget = On Inuit Cinema
Bibliographic record
Abstract
"Since the invention of moving pictures, countless Inuit have worked in front of and behind the camera. The diversity and complexity of this body of work makes capturing and conveying its full scale a challenge. Together with Inuit filmmakers, media advocates, and producers, as well as with their collaborators, colleagues, and families, Inuit TakugatsaliuKatiget | On Inuit Cinema begins an important and overdue conversation. \n \nComposed of interviews, new writing, a catalogue of moments in the history of Inuit cinema, and a filmography of 500 films and televisions shows both about and by Inuit, Inuit TakugatsaliuKatiget | On Inuit Cinema tells a story about Inuit cinema that centres on the people involved in its creation. This book is essential reading for students, scholars, and all readers interested in Inuit, Indigenous and circumpolar media." -- Distributor's website.
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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.921 | 0.010 |
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; both teacher heads agree on what is shown here.
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".