MétaCan
Menu
Back to cohort
Record W2767399006

Horticulture as Therapy in Toronto: Unearthing Healing and Wellness in a Post-Industrial Setting

2017· article· en· W2767399006 on OpenAlexaboutno aff
J Fontaine

Bibliographic record

VenueYork University Digital Library (York University) · 2017
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicOrganic Food and Agriculture
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineEngineering
DOInot available

Abstract

fetched live from OpenAlex

This paper explores how community service providers in Toronto are using Horticultural therapy to engage with local ecological landscape to support client rehabilitation and wellness.A qualitative Deep Ecology theoretical framework through an inductive, revised, grounded theory research methodology was used.This research hopes to further the understanding of how community program service providers could facilitate therapeutic processes through engaging with ecology in Toronto's urban landscape.This study strived to deepen understanding of benefits in the use of land and environment for community and therapeutic programming in an urban setting.Data was collected through semi-structured, interviews with six service providers who are facilitators or developers of wellness programs which offer forms of horticulture for therapeutic benefits.Subsequent questions inquired how service providers see urban issues as intersecting into their work in the metropolitan context of Toronto.Providers expressed how their work in urban environments enables, in their words, the creation of natural oases.Adaptability is a strong theme evident in the year-round horticultural programming available in Toronto's temperate climate.An all-encompassing age range (0-95) of Torontonians is serviced through local HT.A significant diversity of populations was found to access needs-specific horticultural programs.Connectedness appeared as a strong guiding principle in local horticultural wellness programming.Varied critical perspectives were offered by the professionals on the distancing or entrenchment into the naming of their programs as a 'therapy'.Food production in horticulture and its power of bringing people and cultures together in Toronto's metropolitan environment emerged as a theme.The use of natural waterways is a strong practice in Toronto's landscape for counselling of trauma, grief, death and life-changing experiences.Implications for broader social work practice, theory, and research are discussed.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.576
Threshold uncertainty score0.540

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.003
Open science0.0010.000
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 head0.011
GPT teacher head0.168
Teacher spread0.157 · 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 teacher head, 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
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueYork University Digital Library (York University)Same topicOrganic Food and AgricultureFrench-language works237,207