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Record W4389119080 · doi:10.55016/ojs/ajer.v67i1.71866

The State of the System: A Reality Check on Canada's Schools (2020) by Paul W. Bennett

2021· article· en· W4389119080 on OpenAlexaffvenueabout
Bonnie Stelmach

Bibliographic record

VenueAlberta Journal of Educational Research · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsState (computer science)SociologyMathematics educationPsychologyPedagogyComputer science

Abstract

fetched live from OpenAlex

The introduction of The State of the System: A Reality Check on Canada's Schools captured the thesis: "Everywhere you look, the march of urbanized, bureaucratic, centralized K-12 education is nearly complete, marking the triumph of the System over students, parents, teachers, and the engaged public" (p.4).The author argued that those who are closest to the classroom and the outcomes of K-12 schooling are least involved in making decisions and that high-level school and ministry of education administrators are the insiders who confine parents, teachers, students, and employers to the outside where they are subjected to top-down decisions based on managerial, rather than student learning, priorities.Bennett concluded sardonically that the education system "processes students like hamburgers in a fast-food operation" (p.4).Such stark imagery was paired with other rhetorical devices to dramatize his argument.From the first page, for example, the author personified Canadian education as "the System", justifying this with Max Weber's iron cage metaphor to suggest efficiency, rationality, and bureaucracy have "found concrete expression in … the 'School System'" (p. 5).Such an articulation reflects the lexical tendencies of critical theorists, and the reader may expect a theoretical trouncing will ensue.To be clear, however, as stated on page five, The State of the System was not an attempt to re-diagnose the problems with Canadian schooling; the author sourced both American and Canadian thinkers and scholars who preceded him in this regard.Most notably, he borrowed Lewington and Orpwood's notion of "Fortress Education" (p.13); their imagery of insiders and outsiders was Bennett's launch point, and he suggested their almost thirty-year old characterization of the problems with Canadian schooling has been "virtually unchallenged" (p. 7).Admittedly, the school reform movement has suffered from inertia according to the critiques and commentaries published by internationally reputed scholars.At key historical moments, such as the beginning of a decade (e.g., Sarason, 1990) or a millennium (e.g., Eisner, 2000), scholars have registered disappointment and cautionary tales about reform initiatives.Most recently, Murphy (2020) argued that despite the promise of America's improvement agendas, schools have not significantly changed over the decades, and innovation tends to be more aspirational than operational.Both scholarly work and practice in Canadian education have been and continue to be influenced by our southern neighbour.John Dewey's progressive philosophy, for example, made its way into more than one province, and arguably with residual

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)0.005
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.828
Threshold uncertainty score0.960

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.004
Science and technology studies0.0340.014
Scholarly communication0.0190.007
Open science0.0020.005
Research integrity0.0060.013
Insufficient payload (model declined to judge)0.0090.001

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 head0.047
GPT teacher head0.396
Teacher spread0.350 · 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 designObservational
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
Published2021
Admission routes3
Has abstractyes

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