A clarion call to the addiction science community: It's time to resist the anti-scientific policies of the US Trump administration
Bibliographic record
Abstract
This editorial is written by a group of 28 present and former editors of peer reviewed scientific journals specializing in the publication of addiction research. The authors have signed this editorial as individuals, not as representatives of any organization. Institutional affiliations are listed to demonstrate the authors' academic credentials. Also published in: Babor, T. F., Adinoff, B., Clark, L., Crockford, D., Demetrovics, Z., Dietze, P., Fallu, J., Gainsbury, S., Gilchrist, G., Gorelick, D. A., Graham, K., Grebely, J., Heim, D., Hellman, M., Laslett, A., McCuistian, C., Miovsky, M., Morojele, N. K., Moskalewicz, J., Obot, I. S., Pates, R., Room, R., Rychert, M., Sultan, A., Treloar, C., Turner, N. E., Wells, S., Williams, E. C., & Witkiewitz, K. (2025). A clarion call to the addiction science community: It's time to resist the anti-scientific policies of the US Trump administration. Journal of Behavioral Addictions, 14(2), 567-570. https://doi.org/10.1556/2006.2025.00033 Babor, T., Adinoff, B., Clark, L., Crockford, D., Demetrovics, Z., Dietze, P., Fallu, J., Gainsbury, S., Gilchrist, G., Gorelick, D., Graham, K., Grebely, J., Heim, D., Hellman, M., Laslett, A., McCuistian, C., Miovsky, M., Morojele, N., Moskalewicz, J., Obot, I., Pates, R., Room, R., Rychert, M., Sultan, A., Treloar, C., Turner, N., Wells, S., Williams, E., and Witkiewitz, K. (2024). A clarion call to the addiction science community: It’s time to resist the anti-scientific policies of the US Trump administration. Alcoholism and Drug Addiction/Alkoholizm i Narkomania, 37(3), pp.133-140. https://doi.org/10.5114/ain.2024.149923 Babor, T. F., Adinoff, B., Clark, L., Crockford, D., Demetrovics, Z., Dietze, P., … Witkiewitz, K. (2025). A clarion call to the addiction science community: it’s time to resist the anti-scientific policies of the US Trump administration. The American Journal of Drug and Alcohol Abuse, 51(5), 535–538. https://doi.org/10.1080/00952990.2025.2555137
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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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; 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".