Features of the First-Year Students' Adaptation for Studying at a Technical University in Ukraine
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
1.\tAbout pіdvischennya prestizhnostі shahtarskoї pratsі (25.06.2009) / The Law of Ukraine [Web Site]. – Access mode : http://prupu.org/proflideru/zakon-o-prestijnosti/ \n \n\t2. Bacsa-Bán Anetta, Viktorija Marcinkevičien r(2013) Peculiarities of first year student adaptation at the higher education institution: comparative analysis [Web Site]. – Access mode : https://ojs.kauko.lt/index.php/ssktipd/article/viewFile/408/410 \n3. Bologna processes (2015) [Web Site]. – Access mode : http://www.euroosvita.osp- ua.info/html/ch1/diyalnist.html \n4. Features of adaptation of 1st year students to training in high school. Managing organizational and educational work with students of Izhevsk State Technical University Kalashnikov (2014 ) [Web Site]. – Access mode : // http://uovr.istu.ru/curator/p- adaptation.html. 02.06.2014. \n5. Pet'ko L.V. Pedagogichna sutnist' u vyznachenni ponjattja «osvitnje seredovyshhe» [Pedagogical Point of Learning Environment in the Theoretical Approaches] / Gumanitarnyj visnyk DVNZ «Perejaslav-Hmel'nyc'kyj derzhavnyj pedagogichnyj universytet imeni Grygorija Skovorody»: zbirnyk naukovyh prac'. – Vyp. 34. – Perejaslav-Hmel'nyc'kyj, 2014. – S. 109–118. \nURI http://enpuir.npu.edu.ua/handle/123456789/7452 \n\t6. Pet'ko L.V. Inojazychnoe obuchenie budushhih menedzherov obrazovatel'noj sfery v uslovijah universitetskoj podgotovki [Foreign languge preperation of future managers of educational institutions in the term of university education] // Innovacii v obrazovanii : nauchno-metodicheskij zhurnal / uchred. Sovremennaja gumanitarnaja akademija ; gl. red. I.V.Syromjatnikov. – M. : Sovremennaja gumanitarnaja akademija, 2013. – № 12. – S. 36–45. \nURI http://enpuir.npu.edu.ua/handle/123456789/7868 \n\t7. Taylor, Peter G. and Pillay, John A. (2004) Exploring student adaptation to new learning environments: some unexpected outcomes / International Journal of Learning Technology 1(1): 100-110 [Web Site]. – Access mode : http://eprints.qut.edu.au/1966/1/1966.pdf. \n8. Top 10 most popular professions in the Ukraine. (3. 10. 2013 ) [Web Site]. – Access mode : http://www.segodnya.ua/economics/business/TOP-10-samyh-vostrebovannyh- professiy-v-Ukraine-464550.html \n\t9. Jakupova S. An analysis of ethnic prejudice through modeling of mono-ethnic groups \n/ S.Jakupova, Z.Madalievab, L.Ilimkhanovac, M.Perlenbetov / // Intellectual Archive, 2014. \n– Volume 3. – Number 1 (January). – Toronto : Shiny Word Corp. – P. 52–60.
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 | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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