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Record W4407224960 · doi:10.26417/tb7tdc79

Trauma and Healing in Descartes’ Meditations on First Philosophy: An Essay

2025· article· en· W4407224960 on OpenAlexaff
Stanley Tweyman

Bibliographic record

VenueEuropean Journal of Social Sciences Education and Research · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicHistorical Philosophy and Science
Canadian institutionsYork University
Fundersnot available
KeywordsEpistemologyFoundation (evidence)PhilosophyProcess (computing)Set (abstract data type)PsychologySociologyPsychoanalysisLawComputer science

Abstract

fetched live from OpenAlex

I examine René Descartes’ effort in his Meditations on First Philosophy to emerge from the trauma of realizing that many of his beliefs held since early youth are false, and that, until now, he has had no means of setting out on a path to truth. Through his new method of inquiry, which, in the Replies to the Second Set of Objections, he refers to as ‘analysis’, he sets out in his Meditations to begin the healing process, by establishing a secure foundation for knowledge, through what he refers to as his clear and distinct innate ideas. My paper will highlight the fact that Cartesian healing is not a collaborative process, but a personal effort, with a view to establishing that all clear and distinct ideas must be true, given that Descartes’ existence as a thinking thing and all his clear and distinct ideas are created by a veracious God.

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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.006
Threshold uncertainty score0.032

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.031
Scholarly communication0.0060.005
Open science0.0010.004
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0020.000

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 head0.192
GPT teacher head0.412
Teacher spread0.220 · 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
GenreOther

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
Published2025
Admission routes1
Has abstractyes

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