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Record W4412222804

Dunkel pædagogik i tværfagligt samspil:om sanser og følelser i klima-, miljø- og bæredygtighedsundervisningen

2023· article· da· W4412222804 on OpenAlexaff
Martin Hauberg-Lund Laugesen

Bibliographic record

VenueUniversity of Southern Denmark Research Portal (University of Southern Denmark) · 2023
Typearticle
Languageda
FieldSocial Sciences
TopicSocial and Educational Sciences
Canadian institutionsInnovation Cluster (Canada)
Fundersnot available
KeywordsArtGeology
DOInot available

Abstract

fetched live from OpenAlex

For grundskolelærere kan elevfølelser ofte opleves som et besværligt og udfordrende element<br/>i undervisningen. Mange lærere oplever desuden ikke at have de fornødne lærerfaglige og relationelle<br/>kompetencer til at gå ind i elevernes følelser sammen med dem på fagligt meningsfulde måder. Denne<br/>artikel argumenterer imidlertid for, at der er store pædagogiske potentialer i netop at arbejde intentionelt<br/>og målrettet med sanselig-følelsesmæssigt aktiverende undervisning – ikke mindst når det<br/>kommer til at sikre kvaliteten af klima-, miljø- og bæredygtighedsundervisning. Artiklen gennemgår<br/>et håndgribeligt case-eksempel på dunkel pædagogik i tværfaglig kontekst for at illustrere denne<br/>overordnede didaktiske pointe.

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)0.006
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.219
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.006
Science and technology studies0.0050.008
Scholarly communication0.0000.001
Open science0.0040.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0380.015

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 head0.090
GPT teacher head0.321
Teacher spread0.231 · 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; both teacher heads agree on what is shown here.

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
Published2023
Admission routes1
Has abstractyes

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Same venueUniversity of Southern Denmark Research Portal (University of Southern Denmark)Same topicSocial and Educational SciencesFrench-language works237,207