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Record W2253079869 · doi:10.18844/cjes.v10i4.193

Volume 10, Index

2016· article· en· W2253079869 on OpenAlex

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A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCypriot Journal of Educational Sciences · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Methods and Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsAnimal scienceBiology

Abstract

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<p><strong>Vol 10, No 1 (2015)</strong></p><p><strong> </strong></p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/3034"><em>From the Editor</em></a><em>s</em></p><p>Huseyin Uzunboylu, Cigdem Hursen</p><p>01-02</p><p> </p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/10_2"><em>The relationship between Turkish primary school students scientific literacy levels and scientific process skills</em></a><em></em></p><p><em>Yasemin Godek, Volkan Hasan Kaya, Dilber Polat</em></p><p><em>03-11</em><em></em></p><p><em> </em></p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/10_3">GeoGebra 3D from the perspectives of elementary pre-service mathematics teachers who are familiar with a number of software programs</a></p><p><em>Serdal Baltaci, Avni Yildiz</em></p><p><em>12-17</em></p><p><em> </em></p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/10_4">Using Gagnes nine events in learning management systems</a></p><p><em>Ali Gokdemir, Omur Akdemir, Omer F. Vural</em></p><p><em>18-31</em></p><p><em> </em></p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/10_5">Infographics: A new competency area for teacher candidates</a></p><p><em>Hakan Islamoglu, Osman Ay, Ulas Ilic, Barıs Mercimek, Pelin Donmez, Abdullah Kuzu, Ferhan Odabasi</em></p><p><em>32-39</em></p><p><em> </em></p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/10_6">Journeys of science and culture from Hakkari to Istanbul: Reflections of teachers</a></p><p><em>Muhammet Oztabak, Cem Ozisik, Ozge Hacifazlioglu</em></p><p><em>40-52</em></p><p><em> </em></p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/10_7">Comparison of public and private school teachers and school principals opinions in Abuja, Nigeria</a></p><p><em>Deniz Ozcan, Teyang Istifanus Zabadi</em></p><p><em>53-64</em></p><p> </p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/10_8">Significance of personal characteristics for entrepreneurial youth activity</a></p><p><em>Ruta Adamoniene, Adele Astromskiene</em></p><p><em>65-74</em></p><p><em> </em></p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/10_9">Online device usage habits and emotional well-being in net generation</a></p><p><em>Nur Demirbas Celik, Birol Celik</em></p><p><em>75-85</em></p><p><em> </em></p><p><em> </em></p><p><strong>Vol 10, No 2 (2015)</strong></p><p><em> </em></p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/3034"><em>From the Editor</em></a><em>s</em></p><p>Huseyin Uzunboylu, Cigdem Hursen</p><p>84-85</p><p> </p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/10_2_2"><em>The Reviewer List</em></a><em></em></p><p>Huseyin Uzunboylu, Cigdem Hursen</p><p><em>86</em></p><p> </p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/10_2_3">Enhancing the Quality of Secondary Educational Institutions Through in-Service Training of Teachers in Bayelsa State, Nigeria</a></p><p><em>Chukwuma N. 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Tremblay Richard</em><em></em></p><p>245-256</p><p> </p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/1_7">Social anxiety experiences and responses of university students</a></p><p><em>Behiye Akacan, Gurcan Secim</em></p><p>257-264</p><p> </p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/1_8">Effect of educational agent and its form characteristics on problem solving ability perception of students in online task based learning media</a></p><p><em>Halil İbrahim Akyüz, Hafize Keser</em></p><p>265-281</p><p> </p><p><a href="http://www.world-education-center.org/index.php/cjes/article/view/1_9">Class teachers expectations from

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 imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.471
Threshold uncertainty score0.991

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0090.000

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.

Opus teacher head0.055
GPT teacher head0.440
Teacher spread0.385 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it