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Record W2726508459 · doi:10.1093/geroni/igx004.435

BUILDING INTERDISCIPLINARY RESEARCH CAPACITY: LESSONS FROM THE INTERNATIONAL SUMMER SCHOOLS ON AGING

2017· article· en· W2726508459 on OpenAlexaffabout
Giovanni Lamura, Anne Martin-Matthews, Alan Walker

Bibliographic record

VenueInnovation in Aging · 2017
Typearticle
Languageen
FieldComputer Science
TopicDigital literacy in education
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsDisciplinePolitical scienceEuropean commissionValue (mathematics)Public relationsLibrary scienceSociologyRegional scienceSocial scienceEuropean union

Abstract

fetched live from OpenAlex

The objective of this symposium is to consider the rationale, delivery and outcomes of an International Summer School on Ageing (ISSA) for doctoral students and post-doctoral fellows, held in 2012 (Italy), 2014 (Sweden) and 2016 (Canada). The creation of the ISSA is a direct response to the “Road Map for European Ageing Research” (Walker et al., 2011), produced by the European Commission’s FuturAGE project. ISSA is unique in its interdisciplinary approach, international audience (of both participants and mentors), and focus on ageing-related contents as well as methodological and research development issues. We analyse the outcomes of three ISSA. Data are based on participants’ assessments at the end of each and then six months post-ISSA (six data-sets totally). The perspectives of several ISSA alumni (among its 60 graduates) reflect different national and disciplinary (including clinical) contexts in appraising ISSA’s short- and longer-term impacts. Findings underscore the value of role-modelling through interaction with established researchers and the development of international research networks, leading to active interdisciplinary collaborations. This symposium also contextualizes approaches to the future of interdisciplinary education on ageing, comparing ISSA with other national and international initiatives. The training of early career researchers remains often largely mono-disciplinary, thus challenging researchers’ professional capacities to understand the holistic nature of the ageing process. ISSA underscores instead the value of additional interdisciplinary training within an international framework. The FuturAGE project leader, Alan Walker (UK), is discussant, and will highlight how initiatives like ISSA can play a strategic role in capacity building in ageing research.

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 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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.305
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0030.003
Open science0.0030.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.181
GPT teacher head0.464
Teacher spread0.283 · 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 teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
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
Published2017
Admission routes2
Has abstractyes

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