Media and Science in Disaster Contexts: Deliberations on Earthquakes in the Regional Press in Kerala, India
Bibliographic record
Abstract
The close coupling between media and science becomes predominant in the context of public controversies over science during disasters like earthquakes. The paper discusses some crucial aspects of this dynamic by investigating the role of regional press in Kerala, India, in initiating and maintaining a public controversy over a series of micro earthquakes in 2001 amidst growing public skepticism over the competence of Earth Science to convincingly explain the phenomenon. The press employed various strategies to challenge the official scientific explanation of the phenomenon and broke open the ground for a spectrum of alternative interpretations and critical interventions, affirming greater public participation in science. Most of the experts continued to downplay the concerns raised by the media, but closure was attained when a lesser-known team of experts convincingly interpreted the geological events while participating in the deliberations. The paper analyses how the media played a crucial role in revealing and enhancing the entanglement of science with diverse actors and institutions during the controversy.
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How this classification was reachedexpand
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 | 0.003 | 0.000 |
| 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 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".