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Record W7065800318

Finding and Using Archival Resources: A Cross-Canada Survey of Historians\t\t\t\tStudying Canadian History

2004· article· en· W7065800318 on OpenAlexaboutno aff

Bibliographic record

VenueArchivaria (Association of Canadian Archivists) · 2004
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsCanadian studiesCanadian literatureArchival science
DOInot available

Abstract

fetched live from OpenAlex

This paper reports the results of a 2001 postal questionnaire (English and French) that gathered information about historians' use of archival resources. The population for this report consisted of faculty members in history departments in degree-granting institutions in Canada whose area of interest is the history of Canada. The survey probed their current information-seeking practices in archives, invited assessment of their experience doing archival research, and sought their preferences for developments in the future. The conclusions indicate that finding and using sources in the early twenty-first century continues to invoke the knowledge and expertise of archivists.RÉSUMÉLes auteures présentent dans cet article les résultats d'un questionnaire postal de 2001 (en anglais et en français) sur l'usage par les historiens des ressources d'archives. La population ciblée par cette étude était constituée de professeurs dans les départements d'histoire d'universités canadiennes ayant pour domaine de recherche l'histoire du Canada. Le sondage a exploré leurs pratiques en recherche d'information au sein des institutions d'archives, les a invité à évaluer leur expérience de recherche et à faire connaître leurs préférences quant aux développements futurs. Les conclusions indiquent que, pour trouver et utiliser des sources dans ce début de 21e siècle, les connaissances et l'expertise des archivistes sont toujours nécessaires.

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 imitation

Not 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.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.026
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.994
Threshold uncertainty score0.512

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.026
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0180.040
Science and technology studies0.0160.005
Scholarly communication0.0090.003
Open science0.0020.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.000

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.

Opus teacher head0.024
GPT teacher head0.240
Teacher spread0.216 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designObservational
DomainMethods
GenreEmpirical

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".

Quick stats

Citations0
Published2004
Admission routes1
Has abstractno

Explore more

Same venueArchivaria (Association of Canadian Archivists)Same topicMagnetic confinement fusion researchFrench-language works237,207