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Record W7028584339

The Garden as Co-Teacher: Renewing, Regenerating,Reconnecting

2016· dissertation· en· W7028584339 on OpenAlexaboutno aff

Bibliographic record

VenueSummit (Simon Fraser University) · 2016
Typedissertation
Languageen
FieldComputer Science
TopicHistory of Computing Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsProcess (computing)StaringWork (physics)Filter (signal processing)PopulationMeaning (existential)
DOInot available

Abstract

fetched live from OpenAlex

Much of the research on school gardens has focused on health benefits and academic outcomes. This thesis explores the possibility that teaching with, and within, the living web of a garden embodying permaculture ethics may offer further possibilities for learning, growth and transformation. Methodologically, it is centered around four narrative case studies of individual students enrolled in successive offerings of a Sustainable Agriculture 12 course situated in an alternate high school program in Vancouver, BC. As the teacher of the course, I also trace my own unfolding understanding of and relationship with the school garden, whose meaning for the students (and myself) was transformed by the introduction of chickens during the launch of the course, followed by the development of the composting system, the expansion of the beds, and the adaptation of the school’s cooking program to take advantage of the eggs from the chickens. Interviews with the students led to the identification of themes of belonging (both working with and caring for others), nourishing growth, and renewal in and through community. Their growing awareness and understanding of the web of relationships among the garden’s more-than-human inhabitants, and their experience of themselves as positively contributing to that web through their care for the chickens, plants and soil, were accompanied by significant advances in their psychosocial well-being. Analyzing this process as movement between “nested domains” of social and personal ecologies helps to frame the teaching and learning process in ecological terms. Hermeneutically, the garden was revealed as a “co-teacher” capable of opening up a “third space” between the institutional classroom setting and the urban backdrop of the students’ lives. It also had a powerful influence on my own pedagogy and my capacity to recognize and support processes of renewal and regeneration. Overall, the study points to ways that teaching can itself become more “ecological” when it is brought into meaningful and caring relationship with self-renewing living systems.

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)0.003
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.026

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0100.012
Scholarly communication0.0050.006
Open science0.0010.008
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.001

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 head0.013
GPT teacher head0.229
Teacher spread0.215 · 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 designQualitative
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
Published2016
Admission routes1
Has abstractyes

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