Canadian newspaper coverage of the Human Genome Project
Bibliographic record
Abstract
The Human Genome Project is largest biological undertaking in history.Completion of the project promises to change medicine, but it also poses a number of difficult ethical questions that have yet to be resolved.As a result, the project has attracted significant attention from the news media.Many researchers have explored the quality of science journalism, and have identified a number of deficiencies.But few have focused on how the media cover genetics, and fewer still have addressed coverage of the HGP.This study is a eview of articles about the HGP published in 15 Canadian daily newspapers, one prestige American newspaper, a major science magazine and a major newsmagazine, between 1990 and 2000 inclusive.The review indicates Canadian newspapers paid a great deal of attention to the project.The quality of the coverage was similar to that uncovered by other researchers.But the findings suggest the HGP received more prominent coverage than the average story about science normally would.News articles in Canadian newspapers tended to be generally positive about the project.Features, opinion pieces and editorials, on the other hand, largely focused on the controversial aspects of the project.Both groups of
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.
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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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; a candidate call from one teacher head, 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".