Civic Advancement Marker, Madison, GA
Bibliographic record
Abstract
Civic Advancement Marker, Madison, GA.\nThis marker was erected by the City of Madison, Madison Bicentennial Commission 1809-2009, in 2011. It is located at the Welcome Center, at main Jefferson St, in Madison, Georgia. This is to mark the civic improvements done in the city after the Great Fire in 1869.\nThe marker reads as :\n" The Town of Madison Board of Commissioners selected one of their body each year to serve as President until an 1876 charter amendment incorporated the “City” of Madison and vested leadership in a Mayor and Board of Aldermen (later the Mayor and City Council). In 1990, the city shifted to the City Manager - Council form of government.\nWith recovery following the Great Fire of 1869, the City also invested in civic improvements: a new cemetery (1880-1882); an electric plant and system (1891-1928); its own public school system (1895-1947); and a public waterworks system (1908). The City Hall & Firehouse (1887) replaced the former Town Hall, irreparably damaged by the 1886 Charleston earthquake.\nWhen the 1939 City Hall & Firestation made the previous building obsolete, a period of commercial use was followed by the eventual restoration of the building in 1991 by the Madison-Morgan Chamber of Commerce Foundation, Inc. Chamber officer include the Madison Convention & Visitors Bureau, which operates a State Welcome Center. "
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 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".