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Record W7062162796

Studiranje u inostranstvu i povratak u Srbiju

2018· book· sr· W7062162796 on OpenAlexaboutno aff

Bibliographic record

VenueRepository of the Institute for Philosophy and Social Theory (University of Belgrade, Institute for Philosophy and Social Theory) · 2018
Typebook
Languagesr
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsThird generationTEMPUSQuarter (Canadian coin)
DOInot available

Abstract

fetched live from OpenAlex

Svrha studije je pregled i analiza problema i izazova sa kojima se suočavaju mladi istraživači prilikom odlaska na studije u inostranstvo i povratka u Srbiju. Studija je zasnovana na analizi sekundarnih podataka, strateškog i zakonodavnog okvira, te fokus-grupnog intervjua sa 20 mladih istraživača i diskusije tokom okruglog stola o položaju mladih istraživača u društvenim naukama. Nalazi studije ukazuju da su u Srbiji studenti često prinuđeni na mobilnost, usled niskog stepena ulaganja u naučno istraživačku delatnost i nemogućnosti usavršavanja na domaćim ustanovama. Želja za odlaskom kod mladih istraživača je veoma izražena, naročito usled loših socio-ekonomskih uslova i slabih mogućnosti za zapošljavanje i/ili napredovanje. Mladi se vraćaju u zemlju uglavnom kada moraju, zbog isticanja vize i perioda legalnog boravka u drugoj zemlji, kao i nemogućnosti pronalaska stalnog posla u inostranstvu Studija obrađuje i problem nostrifikacije diploma, koji je predstavljao veliku prepreku mladim istraživačima povratnicima. Takođe, daje se osvrt na faktore koje mlade istraživače opredeljuju na ostanak u Srbiji, gde se najviše ističu stipendije i pronalazak posla.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.010
metaresearch head score (Gemma)0.021
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.018
Threshold uncertainty score0.059

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.021
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0040.004
Scholarly communication0.0130.007
Open science0.0010.005
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0180.003

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 head0.026
GPT teacher head0.237
Teacher spread0.210 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueRepository of the Institute for Philosophy and Social Theory (University of Belgrade, Institute for Philosophy and Social Theory)→Same topicMagnetic confinement fusion research→French-language works237,207→