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Record W2495242534 · doi:10.29173/iasl7793

Forging Strong Links

2021· article· en· W2495242534 on OpenAlexvenueno aff
Elizabeth Greef

Bibliographic record

VenueIASL Annual Conference Proceedings · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Information Literacy
Canadian institutionsnot available
Fundersnot available
KeywordsInformation literacyMindsetUnderpinningCurriculumLiteracyReading (process)PedagogyMacroComputer scienceMathematics educationSociologyEngineeringPsychologyPolitical science

Abstract

fetched live from OpenAlex

Integrating information skills into the school curriculum is one of the prime focus areas of the teacher librarian and strong collaboration is a key to the library becoming a vital cog in the teaching and learning mission of a school. This is easily said, but how do we make it happen? What strategies can we use for building information literacy and effecting change? This paper will briefly consider definitions and models of information literacy and collaboration, particularly Montiel-Overall’s work, including the theoretical and pedagogical underpinning of these ideas. As well as reflecting on the role and the mindset of the teacher librarian, a range of practical macro- and micro-strategies for effectively developing information literacy in collaboration with teaching staff will be presented, including technology, special learning needs, building a reading culture, literacy and instructional design. A self-diagnostic tool developed from this paper will be offered to enable each teacher librarian to evaluate opportunities for further developing information literacy through his/her library.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.580
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.015
Open science0.0000.000
Research integrity0.0000.000
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 head0.030
GPT teacher head0.300
Teacher spread0.270 · 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 designQualitative
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
Published2021
Admission routes1
Has abstractyes

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