Recent Research on Alcohol Tolerance and Dependence
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
This article represents the proceedings of a symposium at the 2000 ISBRA Meeting in Yokohama, Japan. The chairs were Hiroshi Suwaki and Harold Kalant. The presentations were (1) Influence of ADH genotypes on acute alcohol withdrawal syndrome in Japanese, by Susumu Higuchi; (2) Use of genetic analyses to refine phenotypes related to alcohol tolerance and dependence, by John C. Crabbe; (3) Neurochemical basis for alcohol dependence, by Seitaro Ohkuma and Masashi Katsura; (4) Adenylyl cyclase and development of tolerance to addictive drugs, by Masami Yoshimura; (5) Tolerance in rat lines selectively bred for alcohol preference, by Robert C. Stewart and Ting-Kai Li; and (6) Ethanol reinforcement, dependence, and vulnerability to relapse: Interactions between neuroadaptive and conditioning factors, by Friedbert Weiss.
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 | 0.011 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.006 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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