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Record W614324357

Technology education : international concepts and perspectives

2003· book· en· W614324357 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

VenuePeter Lang eBooks · 2003
Typebook
Languageen
FieldComputer Science
TopicDigital literacy in education
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumVocational educationTechnology educationContext (archaeology)SociologyModernization theoryManagementEngineeringPedagogyPolitical scienceLawHistory
DOInot available

Abstract

fetched live from OpenAlex

Contents: Gabriele Graube/Michael J. Dyrenfurth/Walter E. Theuerkauf: Preface - Gabriele Graube/Michael J. Dyrenfurth/Walter E. Theuerkauf: Introduction - Peter Meyer-Dohm: Technology Education and its Importance for Society - Michael Hacker: The Politics of the Technology Education Reform - Michael J. Dyrenfurth/Walter E. Theuerkauf/Gabriele Graube: Industry Needs and their Relationship to Technological Education - Scott D. Johnson: A Model for Enhancing Thinking and Learning Through Technology Education - Manfred Lutherdt/Bernd Hill: Structuring Innovation-Orientated Approaches to Teaching Technology - Rolf Oberliesen/Jorg Schudy: Work Orientation - Concept of Technology Education in Germany - Felix Rauner: Modern Professionality and Knowledge of the Working Process - Implications for vocational training and general education - Gabriele Graube/Walter E. Theuerkauf: Information in Technical Processes and their Significance in Real live Context - Thomas T. Liao: Engineering-Based Paradigm for K-12 Technology Education - Michael J. Dyrenfurth: Technology Education for Developing Nations - P. John Williams: Technology Education in Australia - Francisca Elton: Technology Education - A new Subject for the Chilean School Curriculum - Rudolf Pfeifer: Basic Technology and Work Education in China - Situation and Trends - Richard Kimbell: Critical Concepts Underpinning the Design and Technology Curriculum in England - Jari Lavonen/Ossi Autio: Technology Education in Finland - Joel Lebeaume: Overview on the French School System - Olaf Czech: Technology Education in Brandenburg, Germany - Moshe Barak/Arley Tamir: Technology Education in Israel - Aiming to Develop Intellectual Abilities and Skillsvia Technology Studies - Marc De Vries: Technology Education in The Netherlands - Magareta Pavlova: Technology Education in Russia and the Process of Modernisation - Michael J. Kahn/K. Mathews Mphahlele/John D. Volmink: Modernizing the Curriculum - the Politics of Technology Education in South Africa - William E. Dugger, Jr.: ITEA's Standards for Technological Literacy: Content for the Study of Technology - Gabriele Graube: Design in the Acting Field « Building and Dwelling - Anne Marie Hill: Secondary School Technology Education in Canada - Martin Fischer/Franz Stuber: Work Process Knowledge in Technology Education - Peter Eyerer/Bernd Hefer/Dorthe Krause: Interfacing between Schools, Universities and Industry by Project Work - The Education Model TheoPrax - Gabriele Graube/Walter E. Theuerkauf: Technology Education - Concepts and Possible Prospects.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.854
Threshold uncertainty score0.657

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.010
GPT teacher head0.271
Teacher spread0.261 · 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