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Of metaphors and literalization: Reconceptualizing scaffolding in Language Teaching.

2013· article· en· W2027372005 on OpenAlexvenueno aff
Gabriel Díaz Maggioli

Bibliographic record

VenueEncounters in Theory and History of Education · 2013
Typearticle
Languageen
FieldPsychology
TopicEducational and Psychological Assessments
Canadian institutionsnot available
Fundersnot available
KeywordsMetaphorSociocultural evolutionConstruct (python library)Meaning (existential)MediationScaffoldCriticismField (mathematics)PedagogySociologyEpistemologyLinguisticsPsychologyComputer sciencePhilosophySocial scienceAnthropology

Abstract

fetched live from OpenAlex

The metaphor of scaffolding is ubiquitous in the field of education and that of Language Teaching in particular. However, the term has become literalized thus losing its original meaning and is now an umbrella term encompassing various forms of teacher intervention. Added to this, the methaphor has come under extended criticism as a consequence of the spread of Sociocultural Learning Theory. This paper explores the metaphor of scaffolding and attempts to validate it as a legitimate form of mediation within the sociocultural construct of Zone of Proximal Development by promoting a reconceptualization of the term in light of alternative definitions. Implications for language teaching and language teacher education are highlighted and new perspectives advanced.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.011
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.011
Threshold uncertainty score0.061

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.023
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.002
Science and technology studies0.0050.074
Scholarly communication0.0090.020
Open science0.0030.010
Research integrity0.0030.006
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 head0.019
GPT teacher head0.344
Teacher spread0.325 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreOther

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

Citations11
Published2013
Admission routes1
Has abstractyes

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Same venueEncounters in Theory and History of EducationSame topicEducational and Psychological AssessmentsFrench-language works237,207