Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Riassunto : Nello studio si prende in esame la ricezione della novità ecologica all’interno dei vocabolari italiani, in ottica diacronica e sincronica. Nella lessicografia, infatti, è possibile identificare le tracce di come l’italiano abbia accolto nel suo sistema lessicale la nascita e lo sviluppo di questa scienza e della relativa terminologia. Essendo l’ecologia una scienza giovane, nata a fine Ottocento, è prima di tutto utile fare il punto sul trattamento ricevuto nei vocabolari e sui problemi posti alla sistemazione lessicografica. Il suo paradigma scientifico, inoltre, inizialmente legato alla biologia e alle scienze naturali, è stato rivoluzionato dall’esplosione dei movimenti ambientalisti, che hanno trasformato lo studio neutro degli ecosistemi in una scienza tesa alla verifica critica degli squilibri naturali prodotti dalle attività umane: è apparso perciò utile ricostruire questa svolta ripercorrendo in diacronia l’evoluzione della definizione di ecologia nei dizionari italiani. Infine, attraverso un piccolo campione di parole chiave legate alla crisi climatica (sostenibilità e derivati, effetto serra), s’indagherà la capacità dei vocabolari italiani di rimanere al passo con un’evoluzione semantica rapidissima, spesso consolidata dall’azione delle istituzioni governative.||Abstract : The study examines the reception of the new ecological prospective within the Italian vocabularies, from a diachronic and synchronic perspective. In lexicography, in fact, it is possible to identify the traces of how Italian has received in its lexical system the birth and the development of this science and its terminology. Ecology being a young science, born at the end of the 19th century, it is first of all useful to take stock of the treatment received in vocabularies and the problems posed to the lexicographic system. Its scientific paradigm, moreover, initially linked to biology and the natural sciences, was revolutionised by the explosion of environmental movements, which transformed the neutral study of ecosystems into a science aimed at the critical verification of the natural imbalances produced by human activities. It therefore seemed useful to reconstruct this turning point by retracing in diachrony the evolution of the definition of ecology in Italian dictionaries. Finally, through a small sample of key words linked to the climate crisis (sustainability and derivatives, greenhouse effect), we will investigate the ability of Italian vocabularies to keep pace with a very rapid semantic evolution, often consolidated by the action of governmental institutions.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.008 |
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 it