Bibliographic record
Abstract
Loyalist mural, Hopewell Crescent, Lower Shankill, West Belfast, 2017. Mural commemorating Stevie McKeag; 'Remember with pride; 1st April 1970 24th September 2000'; 'Those we love don’t go away they walk beside us every day'; 'Sleeping where no shadows fall'; left: 'The land of the free because of the brave'; 'Ulster Young Militants Terrae Filius 2nd batt c.13 Shankill Road'; right: UDA, UFF insignia; 'West Belfast Brigade C Coy Shankill Road'; 'Dedicated to our fallen comrade Military commander Stevie "Top Gun" McKeag'; 'They shall not grow old, as we that are left grow old. Age shall not weary them, nor the years condemn. At the going down of the sun, and in the morning we will remember them'. \nLoyalist mural, Hopewell Crescent, Lower Shankill, West Belfast, 2017. Mural commemorating Stevie McKeag; 'Remember with pride; 1st April 1970 24th September 2000'; 'Those we love don’t go away they walk beside us every day'; 'Sleeping where no shadows fall'; left: 'The land of the free because of the brave'; 'Ulster Young Militants Terrae Filius 2nd batt c.13 Shankill Road'; right: UDA, UFF insignia; 'West Belfast Brigade C Coy Shankill Road'; 'Dedicated to our fallen comrade Military commander Stevie "Top Gun" McKeag'; 'They shall not grow old, as we that are left grow old. Age shall not weary them, nor the years condemn. At the going down of the sun, and in the morning we will remember them'. \n
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 | 0.005 | 0.004 |
| Meta-epidemiology (narrow) | 0.004 | 0.003 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.011 | 0.002 |
| Research integrity | 0.005 | 0.008 |
| Insufficient payload (model declined to judge) | 0.010 | 0.052 |
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".