Bibliographic record
Abstract
Con Il sapore agro della mia terra Maria Jose Ardizzi ci ha dato il secondo romanzo di una trilogia dal titolo complessivo «Il Ciclo degli Emigranti»: un lavoro molto impegnativo che, quando sarà completato (l'uscita del terzo volume, La buona America, è prevista per l'anno prossimo) costituirà indubbiamente la rappresentazione letteraria più viva e omogenea del fenomeno emigratorio che tanto ha afflitto l'Italia da un secolo a questa parte.L'Ardizzi*vivecinUCanada #esattamente a Toronto; dall'ultimo dopoguerra, ma è nata e cresciuta in Abruzzo, la terra che porterà eternamente nel cuore, con i ricordi di un mondo che rappresenta la prima matrice della sua formazione di scrittrice.Le vicende di una famiglia abruzzese, infatti, sono al centro del primo romanzo, Made in Italy, insignito del premio «Ontario
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.042 | 0.024 |
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".