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Record W4297723037 · doi:10.17159/2223-0386/2022/n27a6

Practical history lessons as a tool for generating procedural knowledge in history teaching

2022· article· en· W4297723037 on OpenAlexfundno aff
Charles Adabo Oppong, A Adjepong, Gideon Boadu

Bibliographic record

VenueYesterday and Today · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicEducator Training and Historical Pedagogy
Canadian institutionsnot available
FundersUppsala UniversitetUniversity of TorontoYork University
KeywordsProcedural knowledgeSituatedEpistemologyContext (archaeology)Descriptive knowledgeBody of knowledgeSociologyComputer scienceArtificial intelligenceHistoryArchaeology

Abstract

fetched live from OpenAlex

Situated in the context of philosophy of history, this article explains the use of substantive concepts and procedural concepts to generate historical understanding and examines the relationship between the two forms of historical knowledge. The paper makes use of both primary (original views of authors) and secondary (views of other authors) materials. The paper notes that substantive knowledge and procedural knowledge play complementary roles in the acquisition of historical understanding. It is argued, in light of the dominant position of substantive knowledge over procedural knowledge, that attention should be given to procedural knowledge as it introduces students to the processes by which history is constructed. The article proposes the use of practical history lessons as a conduit for developing procedural knowledge and attaining historical understanding.Situated in the context of philosophy of history, this article explains the use of substantive concepts and procedural concepts to generate historical understanding and examines the relationship between the two forms of historical knowledge. The paper makes use of both primary (original views of authors) and secondary (views of other authors) materials. The paper notes that substantive knowledge and procedural knowledge play complementary roles in the acquisition of historical understanding. It is argued, in light of the dominant position of substantive knowledge over procedural knowledge, that attention should be given to procedural knowledge as it introduces students to the processes by which history is constructed. The article proposes the use of practical history lessons as a conduit for developing procedural knowledge and attaining historical understanding.

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)0.005
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.013
Threshold uncertainty score0.045

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.012
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0020.007
Scholarly communication0.0030.005
Open science0.0010.005
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0130.002

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 head0.175
GPT teacher head0.424
Teacher spread0.249 · 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 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

Citations3
Published2022
Admission routes1
Has abstractyes

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