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
06–743 Amador moreno, Carolina, stephanie o'riordan & angela chambers (U de Extremadura, Spain; camador@unex.es ), Integrating a corpus of classroom discourse in language teacher education: The case of discourse markers . ReCALL (Cambridge University Press) 18.1 (2006), 83–104. 06–744 Arnold, Ewen (U Leeds, UK; mahakand@omantel.net.om ), Assessing the quality of mentoring: Sinking or learning to swim? ELT Journal (Oxford University Press) 60.2 (2006), 117–124. 06–745 Cary, Lisa J. & Stuart Reifel (U Texas-Austin, USA), Cinematic landscapes of teaching: Lessons from a narrative of classic film , Action in Teacher Education (Association of Teacher Educators) 27.3 (2005), 95–109. 06–746 Commins, Nancy L. & Ofelia B. Miramontes (U Colorado-Boulder, USA), Addressing linguistic diversity from the outset . Journal of Teacher Education (Sage) 57.3 (2006), 240–246. 06–747 Donnelly, Anna M. (Washington College, USA), Let me show you my portfolio! Demonstrating competence through peer interviews . Action in Teacher Education (Association of Teacher Educators) 27.3 (2005), 55–63. 06–748 Ellis, Elizabeth Margaret (U New England, Australia; liz.ellis@une.edu.au ), Language learning experience as a contributor to ESOL teacher cognition . TESL-EJ ( http://www.tesl-ej.org ) 10.1 (2006), 26 pp. 06–749 Ezer, Hanna (Levinsky College of Education, Israel) , Shoshy Millet & Dorit Pakin , Multicultural perspectives in the curricula of two colleges of education in Israel: ‘The curriculum is a cruel mirror of our society’ . Teachers and Teaching: Theory and Practice (Routledge/Taylor & Francis) 12.4 (2006), 391–406. 06–750 Farrel, Thomas (Brock U, Canada; tfarrell@brocku.ca ), The first year of language teaching: Imposing order . System (Elsevier) 34.2 (2006), 211–221. 06–751 Garrido, Cecilia & Inma Álvarez (The Open U, UK), Language teacher education for intercultural understanding . European Journal of Teacher Education (Routledge/Taylor & Francis) 29.2 (2006), 163–179. 06–752 Goker, Suleyman Davut (Eastern Mediterranean U, Turkey; suleyman.goker@emu.edu.tr ), Impact of peer coaching on self-efficacy and instructional skills in TEFL teacher education . System (Elsevier) 34.2 (2006), 239–254. 06–753 Grant, Carl A. (U Wisconsin-Madison, USA) & Maureen Gillette , A candid talk to teacher educators about effectively preparing teachers who can teach everyone's children . Journal of Teacher Education (Sage) 57.3 (2006), 292–299. 06–754 Jones, Phyllis (U South Florida, USA; pjones@banshee.sar.usf.edu ) , Elizabeth West & Dana Stevens , Nurturing moments of transformation in teachers – Comparative perspectives on the challenges of professional development . British Journal of Special Education (Blackwell) 33.2 (2006), 82–90. 06–755 Kupetz, Rita & Birgit zeigenmeyer (U Hannover, Germany; Rita.Kupetz@anglistik.uni-hannover.de ), Flexible learning activities fostering autonomy in teaching training . ReCALL (Cambridge University Press) 18.1 (2006), 63–82. 06–756 Kwan, Tammy & Francis Lopez-Real (U Hong Kong, China), Mentors' perceptions of their roles in mentoring student teachers . Asia-Pacific Journal of Teacher Education (Routledge/Taylor & Francis) 33.3 (2005), 275–287. 06–757 Lenski, Susan Davis (Portland State U, USA) , Kathleen Crawford, Thomas Crumpler & Corsandra Stallworth , Preparing pre-service teachers in a diverse world . Action in Teacher Education (Association of Teacher Educators) 27.3 (2005), 3–12. 06–758 Martin, Andrew J. (U Western Sydney, Australia), The relationship between teachers' perceptions of student motivation and engagement and teachers' enjoyment of and confidence in teaching . Asia-Pacific Journal of Teacher Education (Routledge/Taylor & Francis) 34.1 (2006), 73–93. 06–759 Mayer, Diane (U California, USA), The changing face of the Australian teaching profession: New generations and new ways of working and learning . Asia-Pacific Journal of Teacher Education (Routledge/Taylor & Francis) 34.1 (2006), 57–71. 06–760 McCormack, Ann, Jennifer Gore & Kaye Thomas (U Newcastle, Australia), Early career teacher professional learning . Asia-Pacific Journal of Teacher Education (Routledge/Taylor & Francis) 34.1 (2006), 95–113. 06–761 Olson, Susan J. & Carol Werhan (U Akron, USA), Teacher preparation via on-line learning: A growing alternative for many . Action in Teacher Education (Association of Teacher Educators) 27.3 (2005), 76–84. 06–762 Otero, Valerie K. (U Colorado-Boulder, USA), Moving beyond the ‘get it or don't’ conception of formative assessment . Journal of Teacher Education (Sage) 57.3 (2006), 240–246. 06–763 Phelan, Anne M. (U British Columbia, Canada) , Russell Sawa, Constance Barlow, Deborah Hurlock, Katherine Irvine, Gayla Rogers & Florence Myrick , Violence and subjectivity in teacher education . Asia-Pacific Journal of Teacher Education (Routledge/Taylor & Francis) 34.2 (2006), 161–179. 06–764 Rantz, Frédérique (Kildare Education Centre, Ireland), Exploring intercultural awareness in the primary modern language classroom: The potential of the new model of European language portfolio developed by the Irish Modern Languages in Primary Schools Initiative (MLPSI) . Language and International Communication (Multilingual Matters) 5.3&4 (2005), 209–221. 06–765 Reid, Jo-Anne & Ninetta Santoro (Charles Sturt U, Australia), Cinders in snow? Indigenous teacher identities in formation . Asia-Pacific Journal of Teacher Education (Routledge/Taylor & Francis) 34.2 (2006), 143–160. 06–766 Reis-Jorge, José M. (Instituto Superior de Educação e Ciências, Portugal), Developing teachers' knowledge and skills as researchers: A conceptual framework . Asia-Pacific Journal of Teacher Education (Routledge/Taylor & Francis) 33.3 (2005), 303–319. 06–767 Richardson, Paul W. & Helen M. G. Watt (Monash U, Australia), Who chooses teaching and why? Profiling characteristics and motivations across three Australian universities . Asia-Pacific Journal of Teacher Education (Routledge/Taylor & Francis) 34.1 (2006), 27–56. 06–768 Romano, Molly (U Arizona, USA), Assessing and meeting the needs of pre-service teachers: A programmatic perspective . Action in Teacher Education (Association of Teacher Educators) 27.3 (2005), 40–54. 06–769 Ruan, Jiening & Sara Ann Beach (U Oklahoma, USA), Using online peer dialogue journaling to promote reflection in elementary pre-service teachers . Action in Teacher Education (Association of Teacher Educators) 27.3 (2005), 64–75. 06–770 Shaw, Carla Cooper (Northern Illinois U, USA) & Deborah Dobbins Nederhouser , Reel teachers: References for refle
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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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