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
07–20 Angelova, Maria (Cleveland State U, USA), Delmi Gunawardena & Dinah Volk , Peer teaching and learning: co-constructing language in a dual language first grade . Language and Education (Mutilingual Matters) 20.2 (2006), 173–190. 07–21 Ansarin, Ali AkBar (Tabriz U, Iran; aa-ansarin@tabrizu.ac.ir ), On availability of conscious knowledge in discrimination of vowel length . RELC Journal (Sage) 37.2 (2006), 249–259. 07–22 Bent, Tessa (North Western U, USA; t-bent@northwestern.edu ), Ann R. Bradlow & Beverly A.Wright , The influence of linguistic experience on the cognitive processing of pitch in speech and nonspeech sounds . Journal of Experimental Psychology: Human Perception and Performance (American Psychological Association) 32.1 (2006), 97–103. 07–23 Carpenter, Helen (Georgetown U, USA; carpenth@georgetown.edu ), K. Seon Jeon, David MacGregor & Alison Mackey , Learners' interpretations of recasts . Studies in Second Language Acquisition (Cambridge University Press) 28.2 (2006), 209–236. 07–24 Christoffels, Ingrid K. (Maastricht U, the Netherlands), Annette M.B. de Groot & Judith F. Kroll , Memory and language skills in simultaneous interpreters: The role of expertise and language proficiency . Journal of Memory and Language (Elsevier) 54. 3 (2006), 324–345. 07–25 Comajoan, Llorenç (Middlebury College, USA; lcomajoa@middlebury.edu ), The aspect hypothesis: Development of morphology and appropriateness of use . Language Learning (Blackwell) 56.2 (2006), 201–268. 07–26 Cushion, Steve (London Metropolitan U, UK), A software development approach for computer assisted language learning . Computer Assisted Language Learning (Routledge/Taylor & Francis) 18.4 (2005), 273–286. 07–27 Dodigovic, Marina (American U Sharjah, United Arab Emirates), Vocabulary profiling with electronic corpora: A case study in computer assisted needs analysis . Computer Assisted Language Learning (Routledge/Taylor & Francis) 18.5 (2005), 443–455. 07–28 Ellis, Rod (U Auckland, New Zealand; r.ellis@auckland.ac.nz ), Shawn Loewen & Rosemary Erlam , Implicit and explicit corrective feedback and the acquisition of L2 grammar. Studies in Second Language Acquisition (Cambridge University Press) 28.2 (2006), 339–368. 07–29 Ewald, Jennifer (Saint Joseph's U, USA), Students' evaluations of dialogue journals: Perspectives on classroom themes . Applied Language Learning (Defense Language Institute) 16.1 (2006), 37–54. 07–30 Gearon, Margaret (U Monash, Australia; argaret.Gearon@Education.monash.edu.au ), L'alternance codique chez les professeurs de francais langue etrangere pendant des lecons orientees vers le developpement des connaissances grammaticales [Code-switching in L2 French teachers in grammatical knowledge classes]. The Canadian Modern Language Review (University of Toronto Press) 62.3 (2006), 449–467. 07–31 Goldberg, Erin (U Alberta, Canada), Motivation, ethnic identity, and post-secondary education language choices of graduates of intensive French language programs . The Canadian Modern Language Review (University of Toronto Press) 62.3 (2006), 423–447. 07–32 Greidanus, Tine (Vrije U Faculteit der Letteren De Boelelaan, the Netherlands; dt.greidanus@let.vu.nl ), Bianca Beks & Richard Wakely , Testing the development of French word knowledge by advanced Dutch- and English-speaking learners and native speakers . The Canadian Modern Language Review (University of Toronto Press) 62.4 (2006), 509–532. 07–33 Howard, Martin (U Cork, Ireland), Variation in advanced French interlanguage: A comparison of three (socio)linguistic variables . The Canadian Modern Language Review (University of Toronto Press) 62.3 (2006), 379–400. 07–34 Hsieh, Shu-min (Yuanpei Institute of Science and Technology, Taiwan; floramouse@yahoo.com.tw ), Problems in preparing for the English impromptu speech contest: The case of Yuanpei Institute of Science and Technology in Taiwan . RELC Journal (Sage) 37.2 (2006), 216–235. 07–35 Kaschak, Michael, P. (Florida State U., USA) & Jenny R. Saffran , Idiomatic syntactic constructions and language learning . Cognitive Science: A Multidisciplinary Journal (Lawrence Erlbaum) 30.1 (2006), 43–63. 07–36 Kissau, Scott (U Windsor, Canada), Gender differences in motivation to learn French . The Canadian Modern Language Review (University of Toronto Press) 62.3 (2006), 401–422. 07–37 Knutson, Elizabeth (U Pennsylvania, USA), Focus on the classroom . The Canadian Modern Language Review (University of Toronto Press) 62.4 (2006), 591–610. 07–38 Kobayashi, Yoko (Iwate U, Morioka, Japan), Interethnic relations between ESL students . Journal of Multilingual and Multicultural Development (Multilingual Matters) 27.3 (2006), 181–195. 07–39 Kuhl, Patricia, K. (U Washington, USA; pkkuhl@u.washington.edu ), Erica Stevens, Akiko Hayashi, Toshisada Deguchi, Shigeru Kiritani & Paul Iverson , Infants show a facilitation effect for native language phonetic perception between 6 and 12 months . Developmental Science (Blackwell) 9.2 (2006), F13. 07–40 Ladegaard, Hans. J (U Southern Denmark) & Itesh Sachdev , ‘ I like the Americans… but I certainly don't aim for an American accent ’: Language attitudes, vitality and foreign language learning in Denmark . Journal of Multilingual and Multicultural Development (Multilingual Matters) 27.2 (2006), 91–108. 07–41 Lafontaine, Marc (U Laval, Canada; marc.lafontaine@lli.ulaval.ca ), L'utilisation de stratégies d'apprentissage en fonction de la réussite chez des adolescents apprenant l'anglais langue second [Learning strategy use in relation to success with L2 English adolescents]. The Canadian Modern Language Review (University of Toronto Press) 62.4 (2006), 533–562. 07–42 Liao, Posen (National Taipei U, Taiwan; posen@mail.ntpu.edu.tw ), EFL learners' beliefs about and strategy use of translation in English learning . RELC Journal (Sage) 37.2 (2006), 191–215. 07–43 Little, Deborah, M. (U Illinois & U Brandeis, USA; little@uic.edu ), Lauren M. Mcgrath, Kristen J. Prentice & Arthur Wingfield , Semantic encoding of spoken sentences: Adult aging and the preservation of conceptual short-term memory . Applied Psycholinguistics (Cambridge University Press) 27.3 (2006), 487–511. 07–44 Loucky, John Paul (Seinan Women's U, Japan), Combining the benefits of electronic and online dictionaries with CALL web sites to produce effective and enjoyable vocabulary and language learning lessons . Computer Assisted Language Learning (Routledge/Taylor & Francis) 18.5 (2005), 389–416. 07–45 McDonough, Kim (Northern Arizona U, USA; kim.mcdonough@nau.edu ), Interaction and syntactic pr
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 | 0.004 | 0.001 |
| 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 | 0.003 |
| 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