Bibliographic record
Abstract
04–473Adler, Renatte K. and Loughrin-Sacco, Steven J. (San Diego State U., USA). Internships for American undergraduates: acquiring language and cross-cultural skills for a global market. Journal of Language for International Business (Glendale, Arizona, USA), 15, 1 (2004), 30–40. 04–474Allum, Paul (Rikkyo U., Tokyo, Japan; Email: allum@rikkyo.ac.jp ). Evaluation of CALL: initial vocabulary learning. ReCALL (Cambridge, UK), 16, 2 (2004), 488–501. 04–475Barcroft, Joe (Washington U., USA; Email: barcroft@artsci.wustl.edu ). Effects of sentence writing in second language lexical acquisition. Second Language Research (London, UK), 20, 4 (2004), 303–334. 04–476Belz, Julie (Pennsylvania State U., USA; Email: jab63@psu.edu ). Learner corpus analysis and the development of foreign language proficiency. System (Oxford, UK), 32, 4 (2004), 577–591. 04–477Benati, Alessandro (U. Greenwich, UK; Email: A.Benati@gre.ac.uk ). The effects of processing instruction and its components on the acquisition of gender agreement in Italian. Language Awareness (Clevedon, UK), 13, 2 (2004), 67–80. 04–478Bitchener, John (Auckland U. of Technology, New Zealand; Email: john.bitchener@aut.ac.nz ). The relationship between the negotiation of meaning and language learning: a longitudinal study. Language Awareness (Clevedon, UK), 13, 2 (2004), 81–95. 04–479Blin, Francoise (Dublin City U., Ireland; Email: francoise.blin@dcu.ie ). CALL and the development of learner autonomy: towards an activity-theoretical perspective. ReCALL (Cambridge, UK), 16, 2 (2004), 377–395. 04–480Boehringer, Michael, Bongartz, Christiane and Gramberg, Anne-Katrin (U. Waterloo, Canada). Language learning and intercultural training: the impact of cultural primers on learners and non-learners of German. Journal of Language for International Business (Glendale, Arizona, USA), 15, 2, (2004), 1–18. 04–481Cartes-Henriquez, Ninette, Solar Rodriguez, M. I. and Quintana Letelier, R. (U. de Concepcion, Correo, Chile; Email: ncartes@udec.cl ). Electronic texts or learning through textbooks: an experimental study. ReCALL (Cambridge, UK), 16, 2 (2004), 539–557. 04–482Church, Ruth Breckinridge, Ayman-Nolley, Saba and Mahootian, Shahrzad (Northeastern Illinois U., USA; Email: rbchurch@neiu.edu ). The role of gesture in bilingual education: does gesture enhance learning?International Journal of Bilingual Education and Bilingualism (Clevedon, UK), 7, 4 (2004), 303–319. 04–483Clyne, Michael, Isaakidis, Tina, Liem, Irene and Rossi Hunt, Claudia (U. of Melbourne, Australia; Email: mgclyne@unimelb.edu.au ). Developing and sharing community language resources through secondary school programmes. International Journal of Bilingual Education and Bilingualism (Clevedon, UK), 7, 4 (2004), 255–278. 04–484Cohen, Andrew D. (U. Minnesota, USA; Email: adcohen@umn.edu ). The learner's side of foreign language learning: where do styles, strategies, and tasks meet?International Review of Applied Linguistics for Language Teaching (Berlin, Germany), 41 (2003), 279–291. 04–485Cziko, Gary A. (U. of Illinois at Urbana-Champaign, USA; Email: garycziko.net ). Electronic tandem language learning (eTandem): a third approach to Second Language Learning for the 21st century. CALICO Journal (Texas, USA), 22, 1 (2004), 25–39. 04–486DiFino, Sharon M. and Lombardino, Linda J. (U. of Florida, USA). Language learning disabilities: the ultimate foreign language challenge. Foreign Language Annals (Alexandria, VA, USA), 37, 3 (2004), 390–400. 04–487Dubreil, Sebastien (U. of Notre Dame, Indiana, USA; Email: sdubreil@nd.edu ), Herron, Carol and Cole, Steven B. An empirical investigation of whether authentic web sites facilitate intermediate-level French language students' ability to learn culture. CALICO Journal (Texas, USA), 22, 1 (2004), 41–61. 04–488Duppenthaler, Peter M. (Tezukayama Gakuin U., Japan). Journal writing and the question of transfer of skills to other types of writing. JALT Journal (Tokyo, Japan), 26, 2 (2004), 172–188. 04–489Egbert, Joy and Yang, Yu-Feng (Washington State U., USA; Email: jegbert@wsu.edu ). Mediating the digital divide in CALL classrooms: promoting effective language tasks in limited technology contexts. ReCall (Cambridge, UK), 16, 2 (2004), 280–291. 04–490Elder, Catherine (Monash U., Australia) and Manwaring, Diane. The relationship between metalinguistic knowledge and learning outcomes among undergraduate Students of Chinese. Language Awareness (Clevedon, UK), 13, 3 (2004), 145–162. 04–491Ewald, Jennifer D. (Saint Joseph's U., USA; Email: jewald@sju.edu ). A classroom forum on small group work: L2 learners see, and change, themselves. Language Awareness (Clevedon, UK), 13, 3 (2004), 163–179. 04–492García, Paula (Northern Arizona U., USA; Email: pg4@dana.ucc.nau.edu ). Developmental differences in speech act recognition: a pragmatic awareness study. Language Awareness (Clevedon, UK), 13, 2 (2004), 96–115. 04–493Gearon, Margaret (Monash U., Australia; Email: margaret.gearon@education.monash.edu.au ). Learner strategies for filling the knowledge gap during collaborative tasks. Babel – Journal of the AFMLTA (Queensland, Australia), 39, 1 (2004), 26–34. 04–494Grantham O'Brien, Mary (U. of Calgary, Canada). Pronunciation matters. Die Unterrichtspraxis (New Jersey, USA), 37, 1 (2004), 1–9. 04–495Gruba, Paul (U. of Melbourne, Australia). Designing tasks for online collaborative language learning. Prospect (Sydney, Australia), 19, 2 (2004), 72–81. 04–496Harris, Vee and Grenfell, Michael (U. London, UK; Email: m.grenfell@soton.ac.uk ). Language-learning strategies: a case for cross-curricular collaboration. Language Awareness (Clevedon, UK), 13, 2 (2004), 116–130. 04–497Heift, Trude (Simon Fraser U., Canada; Email: heift@sfu.ca ). Corrective feedback and learn
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.006 | 0.006 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.327 | 0.216 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".