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Record W1980232092 · doi:10.1353/can.2010.0001

Canadian Historical Research and Pedagogy: A View from the Perspective of the Canadian Century Research Infrastructure

2010· article· en· W1980232092 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCanadian Historical Review · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicData Analysis and Archiving
Canadian institutionsnot available
Fundersnot available
KeywordsPerspective (graphical)SociologyComparative historical researchEngineering ethicsPolitical sciencePedagogySocial scienceEngineeringArtVisual arts

Abstract

fetched live from OpenAlex

In this article we explore what the exploding world of humanities and social science research infrastructures might mean for teaching and research in the discipline of history. We focus closely on one example, that of the Canadian Century Research Infrastructure Project ( ccri ). This interdisciplinary and multi-university project has constructed an infrastructure composed of microdata from the nominallevel Canadian censuses from 1911 through 1951. In addition to compiling information on approximately 2 million individuals, the ccri created a database of contextual data and a gis database. The combination of these three levels makes this infrastructure unique in the world. The ccri can be used in conjunction with Canadian census databases now being constructed or already completed for Canada from 1851 to 2001. As well, the ccri has been constructed in ways that will facilitate cross-national explorations with the United States, the United Kingdom, and several other North Atlantic countries. We suggest that the ccri can best be appreciated when situated within the current proliferation of research infrastructures across the humanities and the social sciences. We argue that these infrastructures are liberating for historians and, collectively, represent new horizons for professional activity. It would be a disservice to themselves, their students, and their profession if historians ignored these expanding horizons. Dans le présent article, nous analysons ce que pourraient être les retombées de l’éclatement de l’infrastructure dans le milieu de la recherche en sciences humaines et en sciences sociales en ce qui a trait à l’enseignement et la recherche en histoire. Nous prêtons une attention plus particulière au projet sur l’Infrastructure de recherche sur le Canada (CCRI). Ce projet interdisciplinaire et multi-institutionnel a construit une infrastructure composée de microdonnées des recensements canadiens de niveau nominal de 1911 à 1951. En plus de compiler des renseignements sur prês de deux millions de personnes, le CCRI a créé une base de données contextuelles et une base de données SIG. La combinaison de ces trois niveaux rend cette infrastructure tout à fait unique au monde. La CCRI peut être utilisée en conjonction avec les bases de données du recensement canadien en cours de construction ou déjà complétées pour le Canada de 1851 à 2001. De même, le CCRI a été construit de manière à faciliter les analyses transnationales avec les États-Unis, le Royaume-Uni, et plusieurs autres pays de l’Atlantique du Nord. Nous suggérons que le CCRI peut être le mieux apprécié lorsqu’il se situe dans la prolifération actuelle des infrastructures de recherche en sciences humaines et en sciences sociales. Nous faisons valoir que ces infrastructures sont libératrices pour les historiens et qu’elles ouvrent ensemble de nouveaux horizons pour l’activité professionnelle. Les historiens rendraient un bien mauvais service à leurs étudiants, à leur profession, et à eux-mêmes, s’ils ne tenaient pas compte de ces horizons é largis.

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 imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.876
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0040.001
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.077
GPT teacher head0.401
Teacher spread0.324 · 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