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Record W2132322024 · doi:10.1111/0026-7902.00084

Foreign Language Teacher Development: <i>MLJ</i> Perspectives—1916–1999

2000· article· en· W2132322024 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

VenueModern Language Journal · 2000
Typearticle
Languageen
FieldArts and Humanities
TopicEFL/ESL Teaching and Learning
Canadian institutionsnot available
Fundersnot available
KeywordsCertificationForeign languageQuarter (Canadian coin)Teacher educationPedagogyPolitical scienceLanguage educationSociologyEngineering ethicsMathematics educationPsychologyHistoryEngineeringLaw

Abstract

fetched live from OpenAlex

The preparation of U.S. foreign language (FL) teachers has been a frequently discussed topic during the past century. As the oldest, continuously published American journal devoted to FL learning and teaching, the MLJ provides an overview of the many issues pertinent to FL teacher education that the profession has grappled with. This historical review traces discussions and developments in teacher preparation and certification since the MLJ 's inception in 1916. In three sections, each covering a quarter century of the Journal ' s publications, the article describes the most relevant discussions and events that have helped shape FL teacher education in the United States. Although many efforts —and doubtlessly many advances —have been made to assure a supply of qualified FL teachers for the nation 's schools, many of the problems discussed more than 80 years ago still remain unsolved. The author hopes that a critical look at the past will help the profession to focus on those proposals that are finding emerging consensus and to prioritize those needs and activities that help effect meaningful change in improving the qualifications of FL teachers.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.518
Threshold uncertainty score0.965

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0350.001

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 head0.014
GPT teacher head0.235
Teacher spread0.221 · 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