The Design And Fabrication Of Mycocreate 2.0: A Spatial Structure Built With Load-Bearing Mycelium-Based Composite Components
Bibliographic record
Abstract
MycoCreate 2.0 is a spatial structure with load-bearing components made of mycelium-based composites, built for the 2022 Biomaterials Building Exposition at the University of Virginia, and has been initially conceptualized for the 2021 IASS Innovative Lightweight Structures Competition. Mycelium-based composites are lightweight, renewable, and biodegradable biomaterials obtained from mycelium, the root systems of fungi. There is a growing interest in mycelium-based materials from the architecture community, mainly due to their sustainable features. With MycoCreate 2.0, we employed a computational form-finding strategy for funicular, component-based structures fabricated with mycelium-based materials and an affordable and sustainable fabrication strategy to minimize waste. In addition, we tapped into the structural aspects of mycelium-based composites, their lightness, and biodegradability while easing the breathing and compaction of the material within the formworks.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".