MétaCan
Menu
Back to cohort
Record W7001661048

Kritičke dimenzije zelene informacijske pismenosti

2022· dissertation· hr· W7001661048 on OpenAlex

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.

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

VenueODRAZ (University of Zagreb Faculty of Humanities and SocialSciences) · 2022
Typedissertation
Languagehr
FieldEnvironmental Science
TopicEducation, Technology, and Ethics
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Work (physics)Raising (metalworking)
DOInot available

Abstract

fetched live from OpenAlex

Suočeni smo s mnogim izazovima i problemima koje nam donosi današnjica. Ekonomske, socijalne i političke krize kao i sveprisutne klimatske promjene, nadilaze granice država te postaju globalan problem, a čovjekovo iskorištavanje prirodnih resursa, utjecaj na okoliš i zagađenje već je prešlo granicu obnovljivosti. Svijet se nalazi u opasnosti i potrebna je promjena dosadašnjih štetnih i neodrživih obrazaca ponašanja i djelovanja.\n\nTema ovog rada je zelena informacijska pismenost i njezine kritičke dimenzije. Tematizira se pojam informacijske i zelene pismenosti, njihova povezanost sa zelenim knjižnicama i zašto je u današnje vrijeme i više nego potrebno zeleno opismenjavanje. Naglašena je uloga knjižničara i informacijskih stručnjaka u pružanju pristupa informacijskim sadržajima i uslugama koje podupiru održivi razvoj. Kritičko mišljenje promatra se kao imperativ suvremenog doba i svojevrsni temelj za promjene. Ukazuje se na važnost obrazovanja za održivost te održivo i učinkovito korištenje energije i prirodnih resursa, koje može dovesti do pozitivnih promjena u društvu i okolišu.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.076
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0030.005
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0100.000

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 head0.037
GPT teacher head0.273
Teacher spread0.235 · 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