Bibliographic record
Abstract
La collection de photographies de la Novosti Press Agency, conservée aux Special Collections and Archives de l'Université Carleton, est une ressource rare et fascinante.Les 70 000 photographies et les textes d'accompagnement, qui datent de 1917 à 1991, appartenaient autrefois au Bureau de la Soviet Novosti Press Agency (APN), situé sur la rue Charlotte à Ottawa, mais le personnel de la bibliothèque Carleton a dû récupérer ce matériel rapidement vers la fin de l'année 1991 avec la dissolution de l'Union soviétique et la fermeture du Bureau à Ottawa.Fondé en partie pour encourager les Occidentaux, en particulier les Canadiens, à voir l'URSS d'un meilleur œil, l'APN d'Ottawa distribuait ces photographies et ces communiqués de presse aux médias, aux or ganisations et aux individus à travers le Canada.La collection of fre aux historiens un aperçu de la construction de l'image que se donnait l'Union soviétique, les points de vues soviétiques of ficiels sur les relations internationales pendant la Guerre froide et les ef forts pour adoucir les opinions anti-soviétiques au Canada.Dans son texte « Mirror Images », Jennifer Anderson soutient que la collection mérite d'être mieux connue des historiens de la Guerre froide au Canada et des historiens qui s'intéressent aux relations internationales et que le grand public pourrait aussi être intéressé par une exposition conçue autour de l'idéologie, de la perception et de la construction de l'identité pendant la Guerre froide.ABSTRACT The Novosti Press Agency Photograph Collection, held at Carleton University in its Special Collections and Archives, is a rare and fascinating resource.The seventy thousand photographs and accompanying text, dating from 1917 to 1991, originally belonged to the Soviet Novosti Press Agency (APN) bureau located on Charlotte Street in Ottawa, but were hurriedly gathered up by Carleton library staf f in late 1991 as the Soviet Union collapsed, and the press bureau closed up shop.Part of a campaign to persuade Westerners, and particularly Canadians, to view the USSR in a
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.007 | 0.009 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.127 | 0.033 |
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".