MétaCan
Menu
Back to cohort
Record W4411865089 · doi:10.46553/tab6846

Irena Szumilewicz-Lachman. Contra el tiempo, más allá de los límites.

2025· article· en· W4411865089 on OpenAlex
Ewa Szumilewicz

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueTábano · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCentral European Literary Studies
Canadian institutionsBrock University
Fundersnot available
KeywordsMedicine

Abstract

fetched live from OpenAlex

Irena Szumilewicz-Lachman se dedicó a la filosofía de la ciencia, la filosofía de la naturaleza, la metodología de las ciencias naturales y la historia de la ciencia. Investigó el convencionalismo, principalmente basándose en los logros de Henri Poincaré. Sus comentarios y análisis sobre la naturaleza del tiempo, y más ampliamente sobre la filosofía de la cosmología, fueron originales e innovadores, ya que se centraron en la direccionalidad del paso del tiempo. Para ello, Szumilewicz-Lachman destacó el papel que desempeñaban la belleza y la verdad, así como el buen sentido en el método socrático, en la contemplación del tiempo en sí mismo. En otras palabras, todo trabajo e investigación científica se fundamenta en una responsabilidad moral y estética, pues la belleza y la verdad son el fundamento de toda existencia.

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.

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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.793
Threshold uncertainty score0.652

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 studies0.0010.000
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 head0.010
GPT teacher head0.333
Teacher spread0.322 · 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