Nuove ecologie / Nuovi significati
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
In December 2022, the COP15 for Biodiversity approved the Kunming-Montreal Global Biodiversity Framework, a protocol for the protection of planetary ecosystems that complements the Paris Agreement on Climate Change with the aim of preventing the collapse of the biosphere. A global network of areas with different degrees of naturalness and anthropization, capable of halting the loss of biodiversity and reducing the concentration of carbon dioxide in the atmosphere, is projected to extend over 30% of the Earth by 2030 to be further consolidated by 2050. The agreement raises a multiplicity of issues that landscape design engages: the conservation of species and ecosystems of the biosphere; the environmental requalification of degraded terrestrial and marine areas; the equitable management of ancestral lands and the rights of indigenous populations; the protection of cultural landscapes and the support of local communities; the abandonment of both the unsustainable exploitation of territories and the musealizations and vernacularizations at the service of global tourism; the enhancement of the ecological contributions of degraded, exploited or underutilized areas, on the inhabited margins or in the operational hinterlands of planetary urbanization; the stwewardship of contemporary anthro-ecological systems towards new forms of equilibrium, conventionally defined by the terms of sustainability and resilience. In short, the Kunming-Montreal agreement requires us to imagine new forms and structures for the evolution of urban and rural space and, at once, new areas for the resurgence of nature. In the colossal, collective undertaking envisaged, the trans-disciplinary design of the contemporary landscape seems to have the opportunity to conquer vast fields of operation and a key role that goes beyond both the technical action of environmental engineering and the taxidermy of natural and cultural conservation. The design of the landscape is in fact called upon to implant a new meaning on portions of the planet, tiny fragments hidden in forgotten interstices, vast settlement or productive expanses, logistical corridors or segments of natural systems. This issue of Ri-Vista collects reflections, experiences, and cases, from the local to the geographical scale, in which the landscape design is capable to establish new ecologies and new ecosystemic balances, while transcribing in situ new narratives and new topologies, scenarios of re-signification of places and dynamics between society and nature, and, with that, new meanings of our living on Earth.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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