Science Communication: An Interview with Katie Moisse
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
Science communication is an emerging field that consists of a multitude of different career options, such as journalism, storytelling, and multimedia production. At its core, the field of science communication represents the bridge between scientists and the general public. Experts in this profession are concerned with how the complexities of scientific research can be presented to all audiences in ways that are engaging, comprehensible, and relevant. Today, innovative scientists continue to push the boundaries of knowledge and they are supported by science communicators who help to raise awareness and advocate for the research. Despite the fundamental role that these experts play, many people are unaware of the field of science communication and the vast array of career opportunities that it offers. The purpose of this interview is to shed light on science communication and to explore the associated skills, careers, and growth opportunities.
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 | 0.012 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.005 |
| Science and technology studies | 0.006 | 0.008 |
| Scholarly communication | 0.004 | 0.007 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
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