Cambios urbanos en el territorio fortificado del Caribe, Agustín Crame 1777-1779: Georreferenciación de mapas. Exposición virtual
Bibliographic record
Abstract
Se presenta de forma virtual, la exposición de planos georreferenciados basados en los mapas que realizó el ingeniero militar Agustín Crame en su encargo como Visitador de las Fortificaciones de América en el siglo XVIII. La idea es mostrar una pequeña síntesis de los cambios urbanos más visibles, que se observan en algunos territorios del Caribe a partir de la georreferenciación de los mapas. Una parte fundamental de esta investigación, ha sido la combinación de técnicas de investigación tradicionales de archivo y los recursos de internet que han sido fundamentales para determinar las transformaciones urbanas y sobre todo han sido claves para abarcar un área geográfica tan extensa como lo es la franja costera del Caribe.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.008 | 0.011 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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 source (direct Gemma or distilled Codex), 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".