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Record W3150328730 · doi:10.29173/iasl8093

Pippi's Pancakes - Culinary Jam Sessions in the School Library

2021· article· en· W3150328730 on OpenAlexvenueno aff
Marianne Ageberg, Margaretha Holstenson

Bibliographic record

VenueIASL Annual Conference Proceedings · 2021
Typearticle
Languageen
FieldPsychology
TopicInnovative Teaching and Learning Methods
Canadian institutionsnot available
Fundersnot available
KeywordsTeamworkPresentation (obstetrics)School libraryGovernment (linguistics)Resource (disambiguation)SociologyMathematics educationPoint (geometry)Project-based learningPedagogyLibrary sciencePsychologyPolitical scienceComputer scienceMedicineMathematics

Abstract

fetched live from OpenAlex

Project-based learning is a way of working which is gaining ground in Swedish schools. The Swedish Government has recently decreed that senior high school students must carry out a fairly extensive piece of research in the form of a project. The project has to be finished in one and a half years from preparatory planning to final presentation. Working with projects has now more clearly made the School Library in Sweden into an educational resource. In our seminar we will give you some idea of how project-based learning is being practised as teamwork between librarians, students and teachers in two Swedish senior high school libraries. We show how we guide teachers and students in our libraries, now well equipped with traditional media as well as modern technology. We will also point out specific problems that we meet and draw attention to new thinking about learning in modern society.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.252
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.051
GPT teacher head0.364
Teacher spread0.313 · 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 designObservational
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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