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Record W4400609253 · doi:10.1111/meta.12695

Beyond gatekeeping: Philosophical sources, Indigenous philosophy, and the Huarochirí Manuscript

2024· article· en· W4400609253 on OpenAlexaff
Jorge H. Sanchez-Perez

Bibliographic record

VenueMetaphilosophy · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicEnvironmental and Cultural Studies in Latin America and Beyond
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsPhilosophical methodologyEpistemologyPhilosophical theoryIndigenousSection (typography)Philosophical analysisField (mathematics)PhilosophyWestern philosophySociologyComputer scienceMathematics

Abstract

fetched live from OpenAlex

Abstract This paper argues for a broad definition of philosophical sources and how Indigenous traditional knowledge fits that definition. It concludes by showing how, following the previous two points, an Indigenous document such as the Huarochirí Manuscript can be considered a philosophical source by academic philosophers. The paper has three sections: the first deals with the methodological point of addressing what can be considered as philosophy. This section presents a conversational approach to philosophy. This approach, although broad, properly captures the practices of inquiring about philosophical issues as is commonly done in Western academic circles, but without excluding the practices of non‐Western cultures from being labelled as philosophical. The second section argues for the analytical distinction between a philosophical source, a philosophical text, and a philosophical insight. It shows that what makes a philosophical source such are the philosophical insights that it can provide. The final section shows how the Huarochirí Manuscript has merits making it worthy of being considered a philosophical source and thus a relevant academic source for those working in the field of philosophy.

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)0.008
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.010
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.017
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.003
Science and technology studies0.0060.022
Scholarly communication0.0100.007
Open science0.0010.004
Research integrity0.0020.004
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 head0.010
GPT teacher head0.211
Teacher spread0.201 · 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 designTheoretical or conceptual
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

Citations3
Published2024
Admission routes1
Has abstractyes

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