MétaCan
Menu
Back to cohort
Record W4401340223 · doi:10.70000/cj.2018.51.104

A comparative study between the American (Nebraska State) and Canadian (Manitoba State) standards of information literacy

2018· article· en· W4401340223 on OpenAlex
Shadi Shami

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

VenueCybrarians Journal · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Information Literacy
Canadian institutionsnot available
Fundersnot available
KeywordsState (computer science)Library sciencePolitical scienceLiteracyComputer scienceLawProgramming language

Abstract

fetched live from OpenAlex

The aim of this study was to highlight the importance of the term "information literacy skills" on the educational system in developed countries. This study was conducted by comparing the adopted standards of information literacy skills between the United States of America, as represented by the state of Nebraska state, and Canada, as represented by Transcona state. The current study might contribute to the development of the Arab intellectual production, which lacks studies and standards that deal with the specific terminology involved in the development of teaching methods. Such methods are highlyessential for the educational process and the scientific community as a whole.Therefore, setting up information literacy skills, Such as intellectual property protection, must be instilled in the minds of students since childhood, especially in our Arab societies. The main results of the current study have shed the light on the similarities and differences between the adopted standers in both student information literacy programs as well as two importance of teaching elementary students. The respect for copyrightbased on simple examples, In conclusion, this study reached a set of recommendations that we hope to contribute to and to enhance understanding of the importance of information literacy skills, thus enabling students to become successful future independent researchers.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesScholarly communication
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.513
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.016
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.020
GPT teacher head0.326
Teacher spread0.305 · 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