The State of the System: A Reality Check on Canada's Schools (2020) by Paul W. Bennett
Bibliographic record
Abstract
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
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.034 | 0.014 |
| Scholarly communication | 0.019 | 0.007 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.006 | 0.013 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".