MétaCan
Menu
Back to cohort
Record W4252323766 · doi:10.1017/s0261444806223310

Language learning

2006· article· en· W4252323766 on OpenAlexaboutno aff

Bibliographic record

VenueLanguage Teaching · 2006
Typearticle
Languageen
FieldArts and Humanities
TopicEFL/ESL Teaching and Learning
Canadian institutionsnot available
Fundersnot available
KeywordsForeign languageGermanSociologyLingua francaPsychologyMedia studiesHumanitiesLinguisticsPedagogyArt

Abstract

fetched live from OpenAlex

06–20Abbott, Chris (King's College, U London, UK) & Alim Shaikh, Visual representation in the digital age: Issues arising from a case study of digital media use and representation by pupils in multicultural school settings. Language and Education (Multilingual Matters) 19.6 (2005), 455–466. 06–21Andreou, Georgia & Napoleon Mitsis (U Thessaly, Greece), Greek as a foreign language for speakers of Arabic: A study of medical students at the University of Thessaly. Language, Culture and Curriculum (Multilingual Matters) 18.2 (2005), 181–187. 06–22Aune, R. Kelly (U Hawaii at Manoa, USA; kaune@hawaii.edu ), Timothy R. Levine, Hee Sun Park, Kelli Jean K. Asada & John A. Banas, Tests of a theory of communicative responsibility. Journal of Language and Social Psychology (Sage) 24.4 (2005), 358–381. 06–23Belz, Julie A. (The Pennsylvania State U, USA; jab63@psu.edu ) & Nina Vyatkina, Learner corpus analysis and the development of L2 pragmatic competence in networked intercultural language study: The case of German modal particles. The Canadian Modern Language Review (University of Toronto Press) 62.1 (2005), 17–48. 06–24Bird, Stephen (U Brunei Darussalam, Brunei; sbird@fass.ubd.edu.bn ), Language learning edutainment: Mixing motives in digital resources. RELC Journal (Sage) 36.3 (2005), 311–339. 06–25Carrington, Victoria (U Plymouth, UK), The uncanny, digital texts and literacy. Language and Education (Multilingual Matters) 19.6 (2005), 467–482. 06–26Chung, Yang-Gyun (International Languages Program, Ottawa, Canada; jchung2536@rogers.com ), Barbara Graves, Mari Wesche & Marion Barfurth, Computer-mediated communication in Korean–English chat rooms: Tandem learning in an international languages program. The Canadian Modern Language Review (University of Toronto Press) 62.1 (2005), 49–86. 06–27Clopper, Cynthia G. & David B. Pisoni, Effects of talker variability on perceptual learning of dialects, Language and Speech (Kingston Press) 47.3 (2004), 207–239. 06–28Csizér, Kata (Eötvös U, Budapest, Hungary; weinkata@yahoo.com ) & Zoltán Dörnyei, Language learners' motivational profiles and their motivated learning behavior. Language Learning (Blackwell) 55.4 (2005), 613–659. 06–29Davis, Adrian (Macao Polytechnic Institute, Macao, China; ajdavis@ipm.edu.mo ), Teachers' and students' beliefs regarding aspects of language learning. Evaluation and Research in Education (Multilingual Matters) 17.4 (2003), 207–222. 06–30Deterding, David (Nanyang Technological U, Singapore; dhdeter@nie.edu.sg ), Listening to Estuary English in Singapore. TESOL Quarterly (Teachers of English to Speakers of Other Languages) 39.3 (2005), 425–440. 06–31Dörnyei, Zoltán (U Nottingham, UK; zoltan.dornyei@nottingham.ac.uk ) & Kata Csizér, The effects of intercultural contact and tourism on language attitudes and language learning motivation. Journal of Language and Social Psychology (Sage) 24.4 (2005), 327–357. 06–32Enk, Anneke van (Simon Fraser U, Burnaby, Canada), Diane Dagenais & Kelleen Toohey, A socio-cultural perspective on school-based literacy research: Some emerging considerations. Language and Education (Multilingual Matters) 19.6 (2005), 496–512. 06–33Foster, Pauline & Amy Snyder Ohta (St Mary's College, U London, UK), Negotiation for meaning and peer assistance in second language classrooms. Applied Linguistics (Oxford University Press) 26.3 (2005), 402–430. 06–34Furmanovsky, Michael (Ryukoku U, Japan), Japanese students' reflections on a short-term language program. The Language Teacher (Japan Association for Language Teaching) 29.12 (2005), 3–9. 06–35Gass, Susan (Michigan State U, USA; gass@msu.edu ), Alison Mackey & Lauren Ross-Feldman, Task-based interactions in classroom and laboratory settings. Language Learning (Blackwell) 55.4 (2005), 575–611. 06–36Gatbonton, Elizabeth, Pavel Trofimovich & Michael Magid (Concordia U, USA), Learners' ethnic group affiliation and L2 pronunciation accuracy: A sociolinguistic investigation. TESOL Quarterly (Teachers of English to Speakers of Other Languages) 39.3 (2005), 489–512. 06–37Gerjets, Peter & Friedrich Hesse (Knowledge Media Research Center, Germany; p.gerjets@iwm-kmrc.de ), When are powerful learning environments effective? The role of learner activities and of students' conceptions of educational technology. International Journal of Educational Research (Elsevier) 41.6 (2004), 445–465. 06–38Golombek, Paula & Stefanie Jordan (The Pennsylvania State U, USA), Becoming ‘black lambs’ not ‘parrots’: A poststructuralist orientation to intelligibility and identity. TESOL Quarterly (Teachers of English to Speakers of Other Languages) 39.3 (2005), 513–534. 06–39Green, Christopher (Hong Kong Polytechnic U, Hong Kong, China; egchrisg@polyu.edu.hk ), Integrating extensive reading in the task-based curriculum. ELT Journal (Oxford University Press) 59.4 (2005), 306–311. 06–40Hardison, Debra M. (Michigan State U, USA; hardiso2@msu.edu ), Second-language spoken word identification: Effects of perceptual training, visual cues, and phonetic environment. Applied Psycholinguistics (Cambridge University Press) 26.4 (2005), 579–596. 06–41Harwood, Nigel (U Essex, UK; nharwood@essex.ac.uk ), ‘We do not seem to have a theory … the theory I present here attempts to fill this gap’: Inclusive and exclusive pronouns in academic writing. Applied Linguistics (Oxford University Press) 26.3 (2005), 343–375. 06–42Hauser, Eric (U Electro-Communications, Japan), Coding ‘corrective recasts’: The maintenance of meaning and more fundamental problems. Applied Linguistics (Oxford University Press) 26.3 (2005), 293–316. 06–43Kondo-Brown, Kimi (U Hawaii at Manoa, USA; kondo@hawaii.edu ), Differences in language skills: Heritage language learner subgroups and foreign language learners. The Modern Language Journal (Blackwell) 89.4 (2005), 563–581. 06–44Koprowski, Mark ( markkoprowski@yahoo.com ), Investigating the usefulness of lexical phrases in contemporary coursebooks. ELT Journal (Oxford University Press) 59.4 (2005), 322–332. 06–45LaFrance, Adéle (U Toronto, Canada; alafrance@oise.utoronto.ca ) & Alexandra Gottardo, A longitudinal study of phonological processing skills and reading in bilingual children. Applied Psycholinguistics (Cambridge University Press) 26.4 (2005), 559–578. 06–46Nassaji, Hossein (U Victoria, Canada), Input modality and remembering name-referent associations in vocabulary learning. Canadian Journal of Applied Linguistics (Canadian Association of Applied Linguistics) 7.1 (2004), 39–55. 06–47Nguyen, Hanh

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)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.278
Threshold uncertainty score0.931

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0020.002
Scholarly communication0.0070.006
Open science0.0020.005
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.2780.189

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 head0.009
GPT teacher head0.237
Teacher spread0.228 · 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 designNot applicable
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

Citations0
Published2006
Admission routes1
Has abstractyes

Explore more

Same venueLanguage TeachingSame topicEFL/ESL Teaching and LearningFrench-language works237,207