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Record W2803911671 · doi:10.20381/ruor-21972

Contextualizing Aquatic Rehabilitative Practices in Canada

2018· dissertation· en· W2803911671 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

VenueUniversity of Ottawa - Library · 2018
Typedissertation
Languageen
FieldSocial Sciences
TopicEducation, Law, and Society
Canadian institutionsnot available
Fundersnot available
KeywordsGeographyEnvironmental planningPolitical science

Abstract

fetched live from OpenAlex

This thesis explored the current context of aquatic rehabilitative practices in Canada. More specifically, three inter-related topics on Aquatic Therapy (AT) and Aquatic Physical Therapy (APT) in Canada were examined: 1) the development of knowledge, training and expertise on APT and AT, 2) recognition and acceptance of cultural and social authority on AT and APT (Starr, 1982), and 3) the practitioners’ perceptions of barriers to practicing and participation in aquatic therapy. Semi-structured qualitative interviews were conducted with seven (7) stakeholders including Ontario aquatic physical therapists, aquatic therapists, instructors on aquatic therapy and members of the College of Physiotherapy of Ontario (CPO) and the Canadian Physiotherapy Association (CPA). Interviews were complimented with open-ended questionnaires sent to Chairs of Physical Therapy programs in seven Canadian Universities. Our research identified the most common means of acquiring knowledge on aquatic rehabilitative practices was through University Physiotherapy program curriculum; private training courses; and in-house within facilities where aquatic therapists and aquatic physical therapists are employed. This thesis also examined facilitators/barriers to practicing and receiving aquatic therapy and aquatic physical therapy. Through critical analysis, this thesis reflected on the ways in which social and cultural authority (Starr, 1982) are constructed within the field of aquatic therapy (AT) and aquatic physical therapy (APT). Recommendations and areas for future research included specialized training courses by scope of practice, and increased in-pool practicum training within Physiotherapy programs in Canada.

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)0.000
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.240
Threshold uncertainty score1.000

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 studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.021
GPT teacher head0.287
Teacher spread0.266 · 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