Indicators of Sense of Coherence and Alcohol Consumption-Related Problems: The 2000 U.S. National Alcohol Survey
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 paper assesses the relationship of Sense of Coherence (SOC) and alcohol consumption-related problems in the 2000 U.S. National Alcohol Survey (4,630 current drinkers). Measures include a 3-item SOC scale, a 15-item social consequences scale, and DSM-IV alcohol dependence. Using logistic regression, a strong SOC was significantly related to not reporting either consequences or dependence. Results underscore the importance of using theoretically-based approaches to examine nonproblematic drinking. The development of interventions that could strengthen SOC deserves future research attention. The study's limitations are noted. Funded by a National Alcohol Research Center Grant (AA-05595-16) from the U.S. National Institute on Alcohol Abuse and Alcoholism to the Alcohol Research Group.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 it