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Record W149771380

Education Unplugged: Students Sound off about What Helps Them Learn.

2005· article· en· W149771380 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

VenueEducation Canada · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous and Place-Based Education
Canadian institutionsnot available
Fundersnot available
KeywordsNothingCLARITYClothingClass (philosophy)SisterVisual artsElement (criminal law)Media studiesSociologyPsychologyPedagogyMathematics educationArtLawComputer sciencePolitical scienceArtificial intelligence
DOInot available

Abstract

fetched live from OpenAlex

DONALEEN SAUL It was after school on a Friday afternoon at the end of a long week, and Christmas was days away. But nothing was going to stop a group of students at Vancouver’s King George Secondary School from saying what was on their minds. Sitting seminar-style under fluorescent lights in hard chairs around two pushed-together classroom tables, they were asked to talk about what helps them learn and what does not. The answers detonated from them at a speed next to impossible to keep up with, but nonetheless each student’s unique point of view came through with blazing clarity. Being challenged is the essential element for Ioana Bercea, a Grade 10 student who started her school years in Rumania, where she says the education system is much more rigorous than it is here. According to Ioana, “It may be fear-based but kids learn more.” Ioana is an avid reader, a former violin player, and an active volunteer at My Sister’s Closet, a second-hand clothing store that provides free clothes to clients of Battered Women’s Support Services. Although she is an honours student, Ioana doesn’t find school that interesting, claiming it offers few opportunities “to think outside the box.” For Tamara Mihic, the most important aid to learning is being free to speak what’s on her mind. At the top of her Grade 9 class, Tamara plays volleyball and basketball, holds down a part time job as a clerk at an adult education centre, serves as student council treasurer, and plays piano at a Grade 8 Royal Conservatory level. Although not at all reticent to say what she thinks, Tamara laments, “Lots of kids hold back. They’re too shy, they’re scared.” Conor Mervyn is a Grade 12 student in King George’s City School, a mini-school program he describes as “enriched, which means more work.” Conor is a believer in “non-coercive learning”, meaning that learning is most effective when it is self-motivated. Although a good student in his academic subjects, Conor’s passion is music. He plays the guitar and hopes to attend the music program at Nelson BC’s Selkirk College when he graduates. Of his newly acquired iPod, he says, “It just completes me.” Grade 11 student, Zlatina Radomirova, has only lived in Vancouver for two years, having previously attended school in South Africa and Bulgaria. Fond of jogging, drawing, and reading about Ancient Egypt, Zlatina notices a difference in Canadian students’ attitude toward others, compared to what she experienced in South Africa. Convinced that learning occurs best in a positive environment, she says, “The kids here don’t really respect the teachers or their peers... We can’t learn in that kind of atmosphere.” Sarika Narinesingh, a Grade 12 student, is on the honour roll and works hard to stay there. Literature is her favourite subject, she enjoys movies and art, and she hopes to get into the Emily Carr Institute’s Communication Design program after graduation. Describing a school Career Preparation course in which she had to teach a unit on Energy to Grade 7 students at Vancouver’s Space Centre, Sarika says she learns best when she is able to experience and directly apply what she is learning.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.499
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.014
GPT teacher head0.313
Teacher spread0.298 · 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