MétaCan
Menu
Back to cohort
Record W2604421452 · doi:10.1111/nin.12197

<i>‘Philosophy Lost’</i>: Inquiring into the effects of the corporatized university and its implications for graduate nursing education

2017· article· en· W2604421452 on OpenAlexaffabout
Rusla Anne Springer, Michael Clinton

Bibliographic record

VenueNursing Inquiry · 2017
Typearticle
Languageen
FieldArts and Humanities
TopicEducation, Philosophy, and Society
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsCorporatizationAcademic freedomSociologyIntellectual freedomHigher educationPolitical scienceLawCensorship

Abstract

fetched live from OpenAlex

Drawing on a comprehensive, pan-national analysis of the corporatization of Canadian universities, as well as the notions of 'parrhesiastic' mentorship and practice, the authors examine the effects of the corporatized university, its implications for graduate nursing education and nursing's relative silence on the subject. With the preponderance of business interests, the increasing dependence of universities on industry funding, cults of efficiency, research intensivity, and the pursuit of profit so prevalent in today's corporatized university, we argue that philosophical presuppositions so crucial to critical teaching, research, and reflection on nursing as a discipline are troublingly losing ground. We lament the erosion and fragmentation of philosophy, politics, and ethics as foundations for graduate education, which are increasingly perceived as less valuable, problematic, and in some cases, even burdensome. The effect of corporatization is the suppression of the critical engagement required of faculty in the everyday workings of institutions. We argue that, when the ideals of intellectual freedom, academic responsibility, duty, and obligation, as supported by philosophical thought, are smothered by the normalizing power of corporatized research agendas, philosophical approaches to inquiry and knowledge development become marginalized as scholars find themselves floundering in the face of a seeming 'philosophy lost'.

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)0.019
metaresearch head score (Gemma)0.039
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.971
Threshold uncertainty score0.299

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.039
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0290.152
Scholarly communication0.0300.017
Open science0.0030.022
Research integrity0.0070.016
Insufficient payload (model declined to judge)0.0050.000

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 head0.119
GPT teacher head0.336
Teacher spread0.218 · 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.

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

Citations8
Published2017
Admission routes2
Has abstractyes

Explore more

Same venueNursing InquirySame topicEducation, Philosophy, and SocietyFrench-language works237,207