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Record W4413317360 · doi:10.46531/sinapse/ap/177/2025

Sono e Sonolência n'Os Lusíadas de Camões: Uma Exploração Neurobiológica no 500.º Aniversário

2025· article· pt· W4413317360 on OpenAlexfundno aff
António Martins da Silva, Marleide da Mota Gomes

Bibliographic record

VenueSinapse · 2025
Typearticle
Languagept
FieldNeuroscience
TopicSleep and Wakefulness Research
Canadian institutionsnot available
FundersUniversidade de CoimbraInternational Council for Canadian Studies
KeywordsMedicine

Abstract

fetched live from OpenAlex

No quinto centenário do nascimento de Luís de Camões, este artigo propõe uma releitura d'Os Lusíadas através da análise das representações do sono e da sonolência à luz da neurociência contemporânea. Ao examinar treze passagens distribuídas pelo poema épico, investiga-se como Camões articula estas imagens não apenas como elementos narrativos, mas como dispositivos simbólicos e cognitivos. Através da convergência entre literatura renascentista e ciência moderna, este estudo revela como a experiência humana do repouso, do despertar e da inércia física e moral é poeticamente figurada com surpreendente precisão neurobiológica. Ao associar excertos específicos a fenómenos como o ciclo sono-vigília, a regulação circadiana, a consolidação da memória e a atividade onírica, revela-se um Camões atento à complexidade da condição humana, cuja obra antecipa, através da linguagem poética, dimensões que são hoje objeto da neurociência do sono.

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)0.001
metaresearch head score (Gemma)0.002
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 score0.007
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.009
Scholarly communication0.0060.006
Open science0.0010.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0070.001

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 head0.036
GPT teacher head0.314
Teacher spread0.278 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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