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Record W3034313772 · doi:10.26650/jgeog2019-0039

Dünyada ve Türkiye’de Ortaokul Öğretim Programlarının İklim Değişikliği Eğitimi Yaklaşımına Göre Karşılaştırılması

2020· article· tr· W3034313772 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCoğrafya Dergisi / Journal of Geography · 2020
Typearticle
Languagetr
FieldArts and Humanities
TopicEducation Practices and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumClimate changeSustainabilityDisciplinePolitical scienceGeographyGlobal warmingSociologyPhysical geographyPedagogySocial scienceEcology

Abstract

fetched live from OpenAlex

Climate Change Education (CCE) is an approach that has started to establish its own identity in recent years. Many countries have begun to integrate global climate change into their curricula according to the CCE approach, following the UNESCO call. The aim of this study is to compare the curricula of Turkey with those of other countries which cover Climate, Climate Change, and Global Warming in terms of goal (gain). The countries and states with the highest scores in PISA (2015) were selected. The data obtained in this study were collected using the document analysis method as a qualitative research method. According to the CCE approach, issues related to climate and climate change are covered using an interdisciplinary approach in Germany, USA, Australia, Canada, Spain, Republic of South Africa (RSA) and Turkey while they are covered using a disciplinary approach in Sweden. In Finland and England, both disciplinary and interdisciplinary approaches are used with students. Establish a connection between local environmental issues and climate change, which is one of the components of CCE, can be found in the curricula of Finland, Sweden, Spain, Canada, Germany and RSA. In addition, comparison of the effects of climate change on the continents are made in the curricula of Finland and Australia. The topics of local effect of climate change and sustainability are cursory in the curricula of Turkey and USA. Curricula are focused on the environmental problems of the Baltic region in Finland, environmental problems in the African continent in RSA, especially water scarcity, and Australia’s ecological problems in Australia. While teaching past climate changes is a highlight of the CCE approach, only students in the UK learn how to interpret climate changes from the ice age to the present.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.427
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0020.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0070.000

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 head0.039
GPT teacher head0.269
Teacher spread0.230 · 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