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Record W4411959158 · doi:10.59236/td2009vol3iss2963

Ten-Year Reflections on Context-Based Learning in the Outdoor Classroom: Enhancing Teacher Learning Outcomes and Holistic Development

2009· article· en· W4411959158 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueTransformative Dialogues Teaching and Learning Journal · 2009
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicDiverse Educational Innovations Studies
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsHolistic educationContext (archaeology)Mathematics educationPsychologyPedagogyExperiential learningGeography

Abstract

fetched live from OpenAlex

Recent advances in the scholarship of teaching and learning have made significant contributions to the quality of students" educational experiences in Canadian universities.This article examines critical contributions of context-based learning as an effective medium in which to support field-based scholarship in outdoor education.Context based learning (CBL) provides an integrated and holistic approach to student development by drawing upon authentic learning environments, communities of practice, and experiential pedagogy.Action research methodology was employed to investigate CBL experiences, over a 10-year period, in a graduate-level outdoor education course at the University of British Columbia.Data in this study suggest that CBL: organizes field-based scholarship around issues relevant to learners; ensures that learning experiences are grounded in local communities and closely simulates learners" life experiences; and, is effective for achieving complex higher order learning outcomes and holistic student development.Context-based learning is viewed as an individual and social contextual process.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.612
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.003
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 head0.074
GPT teacher head0.316
Teacher spread0.242 · 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