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
06–782 Baumgardner, Robert J. (Texas A&M U, USA; Robert_Baumgardner@tamu-commerce.edu ), The appeal of English in Mexican commerce . World Englishes (Blackwell) 25.2 (2006), 251–266. 06–783 Bunta, Ferenc (Temple U, USA) , Ingrid Davidovich & David Ingram , The relationship between the phonological complexity of a bilingual child's words and those of the target languages . International Journal of Bilingualism (Kingston Press), 10.1 (2006), 71–88. 06–784 Christiansen, Pia Vanting (Roskilde U, Denmark), Language policy in the European Union: European/English/Elite/Equal/Esperanto Union? Language Problems & Language Planning (John Benjamins) 30.1 (2006), 21–44. 06–785 Cook, Vivian, Benedetta Bassetti, Chise Kasai, Miho Sasaki & Jun Arata Takahashi , Do bilinguals have different concepts? The case of shape and material in Japanese L2 users of English . International Journal of Bilingualism (Kingston Press) 10.2 (2006), 137–152. 06–786 Costa, Albert (U Barcelona, Spain; acosta@ub.edu ) , Wido La Heij & Eduardo Navarrette , The dynamics of bilingual lexical access . Bilingualism: Language and Cognition (Cambridge University Press) 9.2 (2006), 137–151. 06–787 Dagenais, Diane, Elaine Day & Kelleen Toohey (Simon Fraser U, Canada), A multilingual child's literacy practices and contrasting identities in the figured worlds of French immersion classrooms . International Journal of Bilingual Education and Bilingualism (Multilingual Matters) 9.2 (2006), 205–218. 06–788 Dailey-O'Cain, Jennifer & Grit Liebscher , Language learners' use of discourse markers as evidence for a mixed code . International Journal of Bilingualism (Kingston Press), 10.1 (2006), 89–109. 06–789 De Groot, Annette M. B. (U Amsterdam, The Netherlands; a.m.b.degroot@uva.nl ) & Ingrid K. Christoffels , Language control in bilinguals: Monolingual tasks and simultaneous interpreting . Bilingualism: Language and Cognition (Cambridge University Press) 9.2 (2006), 189–201. 06–790 Finkbeiner, Matthew (Harvard U, USA; msf@wjh.harvard.edu ) , Tamar H. Gollan & Alfonso Caramazza , Lexical access in bilingual speakers: What's the (hard) problem? Bilingualism: Language and Cognition (Cambridge University Press) 9.2 (2006), 153–166. 06–791 Francis, Norbert (Northern Arizona U, USA), Democratic language policy for multilingual educational systems: An interdisciplinary approach . Language Problems & Language Planning (John Benjamins) 29.3 (2005), 211–230. 06–792 Glaser, Evelyne (Johannes Kepler U, Austria), Plurilingualism in Europe: More than a means for communication . Language and International Communication (Multilingual Matters) 5.3&4 (2005), 195–208. 06–793 Hélot, Christine (U Marc Bloch, France) & Andrea young , Notion of diversity in language education: Policy and practice at primary level in France . Language, Culture and Curriculum (Multilingual Matters) 18.3 (2005), 242–257. 06–794 Hernandez, Arturo E. (U Houston, USA; aehernandez@uh.edu ) & Gayane Meschyan , Executive function is necessary to enhance lexical processing in a less proficient L2: Evidence from fMRI during picture naming . Bilingualism: Language and Cognition (Cambridge University Press) 9.2 (2006), 177–188. 06–795 Herrero, Elba Alicia (New Jersey City U, USA), Using Dominican oral literature and discourse to support literacy learning among low-achieving students from the Dominican Republic . International Journal of Bilingual Education and Bilingualism (Multilingual Matters) 9.2 (2006), 219–238. 06–796 Kroll, Judith F. (Pennsylvania State U, USA; jfk7@psu.edu ) , Susan C. Bobb & Zofia Wodniecka , Language selectivity is the exception, not the rule: Arguments against a fixed locus of language selection in bilingual speech . Bilingualism: Language and Cognition (Cambridge University Press) 9.2 (2006), 119–135. 06–797 Leung, Constant (King's College London, UK; constant.leung@kcl.ac.uk ), Language and content in bilingual education . Linguistics and Education (Elsevier) 16.2 (2005), 238–252. 06–798 Low, Winnie W. M. (Pentecostal Lam Hon Kwong School of Hong Kong, China) & Dan Lu , Persistent use of mixed code: An exploration of its functions in Hong Kong schools . International Journal of Bilingual Education and Bilingualism (Multilingual Matters) 9.2 (2006), 181–204. 06–799 Lung, Rachel (Lingnan U, Hong Kong, China; wclung@ln.edu.hk ), Translation training needs for adult learners . Babel (John Benjamins) 51.3 (2005), 224–237. 06–800 Maloof, Valerie Miller (Gwinnett County Public Schools, USA) , Donald L. Rubin & Ann Neville Miller , Cultural competence and identity in cross-cultural adaptation: The role of a Vietnamese heritage language school . International Journal of Bilingual Education and Bilingualism (Multilingual Matters) 9.2 (2006), 255–273. 06–801 Matiki, Alfred J. (U Botswana, Gaborone, Botswana), Literacy, ethnolinguistic diversity and transitional bilingual education in Malawi . International Journal of Bilingual Education and Bilingualism (Multilingual Matters) 9.2 (2006), 239–254. 06–802 Mills, Jean , Talking about silence: Gender and the construction of multilingual identities . International Journal of Bilingualism (Kingston Press) 10.1 (2006), 1–16. 06–803 Montrul, Silvina , On the bilingual competence of Spanish heritage speakers: Syntax, lexical-semantics and processing . International Journal of Bilingualism (Kingston Press) 10.1 (2006), 37–69. 06–804 Mooko, Theophilus (U Botswana, Gaborone, Botswana), Counteracting the threat of language death: The case of minority languages in Botswana . Journal of Multilingual and Multicultural Development (Multilingual Matters) 27.2 (2006), 109–125. 06–805 Müller-Saini, Gotelind (U Heidelberg, Germany) & Gregor Benton , Esperanto and Chinese anarchism 1907–1920: The translation from diaspora to homeland . Language Problems & Language Planning (John Benjamins) 30.1 (2006), 45–73. 06–806 Myers-Scotton, Carol (U South Carolina, USA; carolms@gwm.sc.edu ), Natural codeswitching knocks on the laboratory door . Bilingualism: Language and Cognition (Cambridge University Press) 9.2 (2006), 203–212. 06–807 Napier, Jemina (Macquarie U, Australia; jemina.napier@ling.mq.edu.au ), Training sign language interpreters in Australia: An innovative approach . Babel (John Benjamins) 51.3 (2005), 207–223. 06–808 Park, Hyeon-Sook , Structural characteristics of proper nouns in Korean–Swedish discourse . International Journal of Bilingualism (Kingston Press) 10.1 (2006), 17–36. 06–809 Queen, Robin
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) | 0.003 | 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