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.
Bibliographic record
Abstract
05–225 Acevedo Butcher, Carmen (Sogang U, Korea), The case against the ‘native speaker’ . English Today (Cambridge, UK) 21 .2 (2005), 13–24. 05–226 Barcroft, Joe & Mitchell S. Sommers (Washington U in St. Louis, USA; barcroft@wustl.edu ), Effects of acoustic variability on second language vocabulary learning . Studies in Second Language Acquisition (Cambridge, UK) 27 .3 (2005), 387–414. 05–227 Barr, David, Jonathan Leakey & Alexandre Ranchoux (U of Ulster, UK), Told like it is! An evaluation of an integrated oral development pilot project . Language Learning & Technology (U of Hawaii, Manoa, USA) 9 .3 (2005), 55–78. 05–228 Belz, Julie A. (Pennsylvania State U, USA), Intercultural questioning, discovery and tension in Internet-mediated language learning partnerships . Language and Intercultural Communication (Clevedon, UK) 5 .1 (2005), 3–39. 05–229 Berry, Roger (Lingan U, Hong Kong, China), Who do they think ‘we’ is? Learners' awareness of personality in pedagogic grammars . Language Awareness (Clevedon, UK) 14 .2/3 (2005), 84–97. 05–230 Braun, Sabine (U of Tübingen, Germany; sabine.braun@uni-tuebingen.de ), From pedagogically relevant corpora to authentic language learning contents . ReCALL (Cambridge, UK) 17 .1 (2005), 47–64. 05–231 Chambers, Angela (U of Limerick, Ireland; Angela.Chambers@ul.ie ), Integrating corpus consultation in language studies . Language Learning & Technology (Hawaii, Manoa, USA) 9 .2 (2005), 111–125. 05–232 Cortés, Ileana, Jesús Ramirez, María Rivera, Marta Viada & Joan Fayer (U of Puerto Rico, Puerto Rico), Dame un hamburger plain con ketchup y papitas . English Today (Cambridge, UK) 21 .2 (2005), 35–42. 05–233 Dewaele, Jean-Marc (U of London, UK), Sociodemographic, psychological and politicocultural correlates in Flemish students' attitudes towards French and English . Journal of Multilingual and Multicultural Development (Clevedon, UK) 26 .2 (2005), 118–137. 05–234 Elkhafaifi, Hussein (Washington U, USA; hme3@u.washington.edu ), Listening comprehension and anxiety in the Arabic language classroom . The Modern Language Journal (Malden, MA, USA) 89 .2 (2005), 206–220. 05–235 Flowerdew, Lynne (Hong Kong U of Science and Technology, Hong Kong, China; lclynne@ust.hk ), Integrating traditional and critical approaches to syllabus design: the ‘what’, the ‘how’ and the ‘why?’ . Journal of English for Academic Purposes (Amsterdam, the Netherlands) 4 .2 (2005), 135–147. 05–236 Fortune, Alan (King's College London, UK), Learners' use of metalanguage in collaborative form-focused L2 output tasks . Language Awareness (Clevedon, UK) 14 .1 (2005), 21–39. 05–237 Garner, Mark & Erik Borg (Northumbria U, UK; mark.garner@unn.ac.uk ), An ecological perspective on content-based instruction . Journal of English for Academic Purposes (Amsterdam, the Netherlands) 4 .2 (2005), 119–134. 05–238 Gourlay, Lesley (Napier U, UK; l.gourlay@napier.ac.uk ), Directions and indirect action: learner adaptation of a classroom task . ELT Journal (Oxford, UK) 59 .3 (2005), 209–216. 05–239 Granville, Stella & Laura Dison (U of the Witwatersrand, Johannesburg, South Africa; granvils@iweb.co.za ), Thinking about thinking: integrating self-reflection into an academic literacy course . Journal of English for Academic Purposes (Amsterdam, the Netherlands) 4 .2 (2005), 99–118. 05–240 Greidanus, Tine, Bianca Beks (Vrije Universiteit Amsterdam, the Netherlands; t.greidanus@worldonline.nl ) & Richard Wakely , Testing the development of French word knowledge by advanced Dutch- and English-speaking learners and native speakers . The Modern Language Journal (Malden, MA, USA) 89 .2 (2005), 221–233. 05–241 Gumock Jeon-Ellis, Robert Debski & Gillian Wigglesworth (U of Melbourne, Australia), Oral interaction around computers in the project oriented CALL classroom . Language Learning & Technology (U of Hawaii, Manoa, USA) 9 .3 (2005), 121–145. 05–242 Haig, Yvonne, Oliver Rhonda & Judith Rochecouste (Edith Cowan U, Australia), Adolescent speech networks and communicative competence . English in Australia (Norwood, Australia) 141 (2004), 49–57. 05–243 Harwood, Nigel (U of Essex, UK; nharwood@essex.ac.uk ), What do we want EAP teaching materials for? Journal of English for Academic Purposes (Amsterdam, the Netherlands) 4 .2 (2005), 149–161. 05–244 Heift, Trude (Simon Fraser U, Canada; heift@sfu.ca. ), Inspectable learner reports for web-based language learning . ReCALL (Cambridge, UK) 17 .1 (2005), 32–46. 05–245 Ibrahim, Nizar (Lebanese U, Lebanon; pronizar@yahoo.com ) & Susan Penfield , Dynamic diversity: new dimensions in mixed composition classes . ELT Journal (Oxford, UK) 59 .3 (2005), 217–225. 05–246 Jepson, Kevin (Monterey Institute of International Studies, USA), Conversations – and negotiated interaction – in text and voice chat rooms . Language Learning & Technology (U of Hawaii, Manoa, USA) 9 .3 (2005), 79–98. 05–247 Juffs, Alan (U of Pittsburgh, USA; juffs@pitt.edu ), The influence of first language on the processing of wh -movement in English as a second language . Second Language Research (London, UK) 21 .2 (2005), 121–151. 05–248 Knight, Paul (The Open U, UK; P. T. Knight@open.ac.uk ), Learner interaction using email: the effects of task modification . ReCALL (Cambridge, UK), 17 .1 (2005), 101–121. 05–249 Kondo, Takako (U of Essex, UK), Overpassivization in second language acquisition . International Review of Applied Linguistics in Language Teaching ( IRAL ) (Berlin, Germany) 43 .2. (2005), 129–161. 05–250 Lewin, Beverly A. (Tel Aviv U, Israel; lewinb@post.tau.ac.il ), Hedging: an exploratory study of authors and readers identification of ‘toning down’ in scientific texts . Journal of English for Academic Purposes (Amsterdam, the Netherlands) 4 .2 (2005), 163–178. 05–251 Malmqvist, Anita (Umeå U, Sweden), How does group discussion in reconstruction tasks affect written language output . Language Awareness (Clevedon, UK)
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it