Bibliographic record
Abstract
Black and white photograph of a granite Civil War monument in front of the Vienna Town House, Vienna, Maine. This photograph provides a view of a granite monument topped by a sculpted figure of a Union soldier dressed in a long coat and holding a rifle upright. The square pedestal bears the principal inscription: “Dedicated / To the Memory of / The Defenders / Of Our Flag / 1861-1865.” The monument is set against the white siding and window shutters of the Vienna Town House. It was a gift of Paul Trask and was erected in 1983 to honor local Civil War veterans. Wild grass and small plants grow around the base, indicating a rural setting. Undated. Unidentified photographer. (See p16858-p16861)(NA4800.) Save Outdoor Sculpture! (SOS!) (1990-1995) was a nationwide survey that ran from 1990-1995 documenting America’s outdoor sculpture. Established in 1990, SOS! helped educate local communities about America’s endangered sculptural heritage. The Maine Arts Commission was one of 106 organizations to participate in this survey.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.008 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.004 |
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".