‘PUBLIC COMMUNICATION’ EDUCATION AND EXTENSION: civic skills to talk and act on polis
Bibliographic record
Abstract
ABSTRACTAcademia has a triple mission: research, education, and extension. This paper deals with ‘public communication’ as a matter for education and extension. The idea is that there is no citizenship or democracy without the training on ‘public communication’ abilities. Only citizens who are able to speak and act at the public sphere can participate on the social life. Such abilities are twofold: parliamentary (how to speak) and executive (how to act). The paper shows how is possible to effectively communicate through silent acts, as well as how ‘public communication’ can have a “dark side of the force”. Finally, it states that all ‘public communication’ should lead to peaceful living and social cohesion. KEYWORDS: public communication; education; extension; training; civic skills. RESUMOA Academia tem uma tripla missão: pesquisa, educação e extensão. Este artigo trata da "comunicação pública" como uma questão de educação e extensão. A ideia é que não há cidadania ou democracia sem um treinamento em habilidades de ‘comunicação pública'. Apenas os cidadãos que são capazes de falar e agir na esfera pública podem participar na vida social. Essas habilidades são de dois tipos: parlamentar (como falar) e executivo (como agir). O artigo mostra como é possível comunicar de forma eficaz através de atos silenciosos, bem como a «comunicação pública» pode ter um "lado negro da força". Finalmente, afirma que toda "comunicação pública" deve levar a uma convivência pacífica e à coesão social. PALAVRAS-CHAVE: comunicação pública; Educação; extensão; Treinamento; competências cívicas. RESUMENLa academia tiene una triple misión: investigación, educación y extensión. Este trabajo se ocupa de la ‘comunicación pública’ como una cuestión de educación y extensión. La idea es que no hay democracia ni ciudadanía sin el entrenamiento en habilidades de ‘comunicación pública’. Sólo los ciudadanos que son capaces de hablar y actuar en la esfera pública pueden participar en la vida social. Tales habilidades son de dos tipos: parlamentaria (hablar) y ejecutiva (actuar). El documento muestra cómo es posible comunicarse de manera efectiva a través de actos silenciosos, así como la ‘comunicación pública’ puede tener un "lado oscuro de la fuerza". Por último, se establece que toda ‘comunicación pública’ debe conducir a una vida pacífica y a la cohesión social. PALABRAS-CLAVE: comunicación pública; educación; extensión; entrenamiento; habilidades cívicas.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.007 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.026 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".