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Record W4409199086 · doi:10.63069/rk6frr74

Scratch kot orodje za utrjevanje matematičnih vsebin in razvoj algoritmičnega razmišljanja v 4. razredu

2025· article· sl· W4409199086 on OpenAlexaff
Alenka Avguštin

Bibliographic record

VenueRevija Inovativna pedagogika · 2025
Typearticle
Languagesl
FieldComputer Science
TopicIntelligent Tutoring Systems and Adaptive Learning
Canadian institutionsBell (Canada)
Fundersnot available
KeywordsMathematics

Abstract

fetched live from OpenAlex

Prispevek obravnava, kako lahko uporaba programskega jezika Scratch pri pouku matematike prispeva k razvoju algoritmičnega razmišljanja in hkrati utrjevanju matematičnih vsebin pri učencih 4. razreda. Naš cilj je opisati način dela v razredu, kjer so učenci s pomočjo Scratcha ustvarili matematični kviz za utrjevanje zaokroževanja števil ter pisnega seštevanja in odštevanja do 10 000. S preizkušanjem kvizov so utrjevali znanje, si izmenjevali povratne informacije ter na podlagi tega izboljšali svoje izdelke. Uspešnost dejavnosti smo pridobivali z metodo študije primera, kjer smo zbirali podatke z opazovanjem, spraševanjem in analizo učenčevih izdelkov. Ključne ugotovitve so pokazale, da so učenci z veseljem ustvarjali kvize, razvijali tako matematična kot računalniška znanja ter aktivno medvrstniško sodelovali pri izboljševanju svojih izdelkov. Vsi učenci so bili motivirani, kar je nakazovalo na pozitiven učinek vključevanja programiranja v pouk. V prihodnosti bi bila potrebna dodatna podpora pri vključevanju animacij ter možnost daljšega časa za izvedbo nalog.

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 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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.795
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.006
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0030.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0000.001

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 head0.033
GPT teacher head0.342
Teacher spread0.308 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreEmpirical

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
Published2025
Admission routes1
Has abstractyes

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