MétaCan
Menu
Back to cohort
Record W2115638863 · doi:10.1080/13504620303478

Researchers and Research in Environmental Education: A critical review essay on Mark Rickinson's report on learners and learning

2003· review· en· W2115638863 on OpenAlexaff
Lucie Sauvé, Tom Berryman

Bibliographic record

VenueEnvironmental Education Research · 2003
Typereview
Languageen
FieldEnvironmental Science
TopicEnvironmental Education and Sustainability
Canadian institutionsUniversité du Québec
Fundersnot available
KeywordsReading (process)Environmental educationEducational researchEpistemologySociologyEmpirical researchEngineering ethicsPedagogyPsychologyPolitical science

Abstract

fetched live from OpenAlex

In reviewing Mark Rickinson's report analysing research focused on 'Learners and learning in environmental education' from 1993 to 1999, the authors of this article bear in mind three broad questions around which the paper is organized. First, what is the posture adopted by Rickinson while reviewing what he calls the 'evidence base' stemming from selected empirical studies? The first part of this paper tries to identify the main aspects of his referential framework. Answering such a question improves one's reading of the report from the 'inside' but also helps looking at it from the 'outside' and to envision it from different complementary perspectives. This leads to a second question. Could there be another story we could write from the same 'evidence base'? In the second part, we thus give our own account from this review of the 'evidence base', by focusing on what it tells us about 'researchers and research' in environmental education instead of focusing solely on 'learners and learning': which conceptions of learning, of environment, of environmental education, of evaluation and of research in general underlie researchers' work? These observations lead to the third question. What other avenues of research could be identified and explored? This third part raises some issues about theoretical speculative research, philosophical research, interpretative research, critical research, postmodern research and finally issues about actors involved in 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)0.014
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, 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: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.971
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0140.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.004
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.007
Insufficient payload (model declined to judge)0.0060.002

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 head0.111
GPT teacher head0.476
Teacher spread0.366 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations10
Published2003
Admission routes1
Has abstractyes

Explore more

Same venueEnvironmental Education ResearchSame topicEnvironmental Education and SustainabilityFrench-language works237,207