Pensando de Manera Crítica sobre el Pensamiento Crítico
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.
Bibliographic record
Abstract
RESUMENDesde hace tiempo la manera dominante para enseñar el pensamiento crítico en las escuelas ha sido a través de un enfoque basado en el desarrollo de habilidades. Este enfoque pone su énfasis en la instrucción directa para enseñar habilidades de pensamiento crítico discretas, ofreciendo a los alumnos oportunidades para practicar la aplicación de habilidades de pensamiento y ayudándoles a trasladar habilidades de pensamiento crítico de un contexto a otro. En este trabajo, se propone construir el pensamiento crítico desde un enfoque más holístico basado en la dialéctica, que complemente, o más bien sustituya, la lógica formal con un enfoque que analice la forma en que están las cosas, sus historias y la manera en que las cosas cambian.Palabras Clave: Pensamiento crítico, Enfoque dialéctico. ABSTRACTFor a long time the dominant way to teach critical thinking in schools has been a way with a focus on skill development. This approach emphasizes direct instruction to teach discrete critical thinking skills, offering students opportunities to practice applying thinking skills and helping them transfer critical thinking skills from one context to another. In this paper, we propose to conceive critical thinking with a more holistic approach based on dialectics, which complements, or rather substitutes, formal logic with an approach that analyzes the way things are, their histories and the way in which things change in the world.Keywords: Critical thinking, Dialectical approach.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.003 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it