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
04–314 Alloway, N., Gilbert, P., Gilbert, R., and Henderson, R. (James Cook University, Australia Email : Nola.Alloway@jcu.edu.au ). Boys Performing English . Gender and Education (Abingdon, UK), 15 , 4 (2003), 351–364. 04–315 Barcroft, Joe (Washington U., USA; Email : barcroft@wustl.edu ). Distinctiveness and bidirectional effects in input enhancement for vocabulary learning . Applied Language Learning (Monterey, CA, USA), 13 , 2 (2003), 133–159. 04–316 Berman, Ruth, A. and Katzenberger, Irit (Tel Aviv U., Israel; Email : rberman@post.tau.ac.il ). Form and function in introducing narrative and expository texts: a developmental perspective . Discourse Processes (New York, USA), 38 , 1 (2004), 57–94. 04–317 Byon, Andrew Sangpil (State University of New York at Albany, USA; Email : abyon@albany.edu ). Language socialisation and Korean as a heritage language: a study of Hawaiian classrooms . Language, Culture and Curriculum (Clevedon, UK), 16 , 3 (2003), 269–283. 04–318 Chambers, Angela (University of Limerick, Ireland; Email : Angela.Chambers@ul.ie ) and O'Sullivan, Íde. Corpus consultation and advanced learners' writing skills in French . ReCALL (Cambridge, UK), 16 , 1 (2004), 158–172. 04–319 Chan, Alice Y. W. (City U. of Hong Kong; Email : enalice@cityu.edu.hk ). Noun phrases in Chinese and English: a study of English structural problems encountered by Chinese ESL students in Hong Kong . Language, Culture and Curriculum (Clevedon, UK), 17 , 1 (2004), 33–47. 04–320 Choi, Y-J. (U. of Durham, UK; Email : yoonjeongchoi723@hotmail.com ). Intercultural communication through drama in teaching English as an international language . English Teaching (Anseonggun, South Korea), 58 , 4 (2003), 127–156. 04–321 Chun, Eunsil (Ewha Womens U., South Korea; Email : aceunsil@hananet.net ). Effects of text types and tasks on Korean college students' reading comprehension . English Teaching (Anseonggun, South Korea), 59 , 2 (2004), 75–100. 04–322 Collentine, Joseph (Northern Arizona U., USA; Email : Joseph.Collentine@nau.edu ). The effects of learning contexts on morphosyntactic and lexical development . Studies in Second Language Acquisition (New York, USA), 26 (2004), 227–248. 04–323 Davies, Beatrice (Oxford Brookes U., UK). The gender gap in modern languages: a comparison of attitude and performance in year 7 and 10 . Language Learning Journal (Oxford, UK), 29 (2004), 53–58. 04–324 Díaz-Campos, Manuel (Indiana U., USA; Email : mdiazcam@indiana.edu ). Context of learning in the acquisition of Spanish second language phonology . Studies in Second Language Acquisition (New York, USA), 26 (2004), 249–273. 04–325 Donato, Richard. Aspects of collaboration in pedagogical discourse . Annual Review of Applied Linguistics (Cambridge, UK), 24 (2004), 284–302. 04–326 Felix, Uschi (Monash U., Australia; Email : Uschi.Felix@arts.monash.edu.au ). A multivariate analysis of secondary students' experience of web-based language acquisition . ReCALL (Cambridge, UK), 16 , 1 (2004), 237–249. 04–327 Feuerhake, Evelyn, Fieseler, Caroline, Ohntrup, Joy-Sarah and Riemer, Claudia (U. of Bielefeld, Germany). Motivation und Sprachverlust in der L2 Französisch: eine retrospektive Übungsstudie . [Motivation and language attrition in French as a second language (L2): a retrospective research exercise.] Zeitschrift für Interkulturellen Fremdsprachenunterricht (Alberta, Canada), 9 , 2 (2004), 29. 04–328 Field, John (U. of Leeds & Reading, UK; Email : jcf1000@dircon.co.uk ). An insight into listeners' problems: too much bottom-up or too much top-down? System (Oxford, UK), 32 , 3 (2004) 363–377. 04–329 Freed, Barbara F., Segalowitz, Norman, and Dewey, Dan D. (Carnegie Mellon, U., USA; Email : bf0u+@andrew.cmu.edu ). Context of learning and second language fluency in French . Studies in Second Language Acquisition (New York, USA), 26 (2004), 275–301. 04–330 Grotjahn, Rüdiger (U. of Bochum, Germany). Test and Attitudes Scale for the Year Abroad (TESTATT): Sprachlernmotivation und Einstellungen gegenüber Sprechern der eigenen und der fremden Sprache . [Test and Attitudes Scale for the Year Abroad (TESTATT): Motivation to learn foreign languages and attitudes toward speakers of one's own and foreign language.] Zeitschrift für Interkulturellen Fremdsprachenunterricht (Alberta, Canada), 9 , 2 (2004), 23. 04–331 Helbig-Reuter, Beate. Das Europäische Portfolio der Sprache (I) . [The European Language Portfolio (I).] Deutsch als Fremdsprache (Leipzig, Germany), 2 (2004), 104–110. 04–332 Hopp, Marsha A. and Hopp, Theodore H. (ZigZag, Inc., USA; Email : marsha.hopp@newSLATE.com ). NewSLATE: building a web-based infrastructure for learning non-Roman script languages . Calico Journal (Texas, USA), 21 , 3 (2004), 541–555. 04–333 Jun Zhang, Lawrence (Nanyang Tech. U., Singapore; Email : izhang@nie.edu.sg ). Research into Chinese EFL learner strategies: methods, findings and instructional issues . RELC Journal (Singapore), 34 , 3 (2003), 284–322. 04–334 Kim, H-D. (The Catholic U. of Korea, Korea). Individual Differences in Motivation with Regard to Reactions to ELT Materials . English Teaching (Anseonggun, South Korea), 58 , 4 (2003), 177–203. 04–335 Kirchner, Katharina (University of Hamburg, Germany). Motivation beim Fremdsprachenerwerb. Eine qualitative Pilotstudie zur Motivation schwedischer Deutschlerner . [Motivation in foreign language acquisition. A qualitative pilot study on motivation of Swedish learners of German.] Zeitschrift für Interkulturellen Fremdsprachenunterricht (Alberta, Canada), 9 , 2 (2004), 32. 04–336 Kleppin, Karin (U. of Leipzig, Germany). ‘Bei dem Lehrer kann man ja nichts lernen”. Zur Unterstützung der Motivation durch Sprachlernberatung . [‘You cannot learn anything from the teacher”: counselling in foreign language learning and its role as motivational support.] Zeitschrift für Interkulturellen Fremdsprachenunterricht (Alberta, Canada), 9 , 2 (2004), 16. 04–337 Kormos, Judith (Eötvös Loránd University in Budapest, Hungary) and Dörnyei, Zoltán. The interaction of linguistics and motivational variables in second language task performance . Zeitschrift für Interkulturellen Fremdsprachenunterricht (Alberta, Canada), 9 , 2 (2004), 19. 04–338 Lafford, Barbara A. (Arizona State U., USA; Email : blafford@asu.edu ). The effect of the context of learning on the use of communication strategies by learners of Spanish as a foreign language . Studies in Second Language Acquisition (New York, USA), 26 (2004), 201–225.</jats
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 | 0.001 | 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) | 0.001 | 0.001 |
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.
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