Paisajismo e impresionismo en "Campos de Castilla", de Antonio Machado
Bibliographic record
Abstract
Campos de Castilla es, junto a otras muchas interpretaciones dadas por la cr?tica, un libro de paisajes. Ese conjunto de visiones castellanas forma una serie o suite. El protagonismo que Machado concede a las descripciones en esta obra coincide con el reconocimiento del paisaje como g?nero art?stico y con los intereses de las nuevas tendencias pict?ricas del momento, el paisajismo y el impresionismo que llegan tard?amente a Espa?a. Desde una aproximaci?n neohistoricista los poemas descriptivos machadianos recogen y reflejan algunos de los rasgos pict?ricos de estas escuelas. Adem?s, la llegada del impresionismo caus? un agitado debate social. Machado, al incorporar pr?stamos impresionistas, da su apoyo desde el texto a un controvertido discurso del contexto social.
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 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 | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.005 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".