Uncompromising Gaze: The Art of Albert Chiarandini O.S.A., F.I.I.A.L.
Bibliographic record
Abstract
A close analysis of the paintings by Albert Chiarandini inscribed in several genres (portraiture, landscapes and compositions) and evaluated in light of the artist’s life experience, diary reflections, and personal interviews, reveals his fundamental concern for social justice. He chooses to portray the downtrodden with empathy, views important monuments from unusual angles that highlight their unpretentious side, and hints at the menacing conflict inherent in apparently pastoral scenes. His choice of political events and personages (Attila the Hun attacking Aquileia, the FLQ and Women’s Liberation movement in Quebec, the sacrifice of the outspoken Savonarola) underscores his condemnation of war and the suppression of personal freedoms. The artist’s numerous self-portraits and cameo appearances in other paintings are particularly indicative of the essence of Chiarandini’s works: his stance as a freedom fighter and his penetrating gaze into the heart of humankind.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.010 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".