MétaCan
Menu
Back to cohort
Record W7161483181 · doi:10.14288/ce.v17i2.187452

The Role of Education in Humanization

2025· article· en· W7161483181 on OpenAlexaff
Paulo Freire, Felipe C. Aguiar, Ellyn Lyle, Jeani D. P. Moura

Bibliographic record

VenueÉrudit (Université de Montréal) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCritical and Liberation Pedagogy
Canadian institutionsCape Breton University
Fundersnot available
KeywordsExistentialismAppropriationPhenomenology (philosophy)Government (linguistics)Ontology

Abstract

fetched live from OpenAlex

This text is a summary of lectures given by Paulo Freire at a conference held in Santiago in May 1967, under the sponsorship of the Organization of American States, the government of Chile, and the University of Chile. Translated from the version published in the FAEEBA Journal – Education and Contemporary Studies, n°. 7, January/July 1997, this paper condenses the ontological and epistemological foundations of the Brazilian educator, as well as demonstrating his more direct relationship with phenomenology and existentialism through direct appropriation of Gabriel Marcel, Jean-Paul Sartre, Karl Jaspers and a vast phenomenological vocabulary.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.940
Threshold uncertainty score0.993

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 communication0.0000.000
Open science0.0000.000
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 head0.004
GPT teacher head0.225
Teacher spread0.221 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueÉrudit (Université de Montréal)Same topicCritical and Liberation PedagogyFrench-language works237,207