Bibliographic record
Abstract
\nThe topic of my diploma project considers a new building for a kindergarten in the city quarter Brno-Bystrc. The building lot where is the kindergarten located is rectangular in shape and is genty sloping. The building consists of a groundfloor only, without a basement and is solved as barrier-free. The kindergarten has 2 classrooms with the overal capacity of 50 children. On the west side of the plot is considered a parking lot for 13 cars, from here there is a sidewalk reaching the main gate and further the main entrance of the building. The structural wooden system use wooden wall panels NOVATOP. The foundation slab from reinforced concrete is layed on a glass foam granulate. The roof is designed as a green flat roof. The building has an atypical layout. The central part is raised and has a hexagonal contour, in its center is located a glazed atrium. On two sides of the hexagon are symmetrically located two more wings, which has a nearly rectangular shape. In front of the building is located a playground, faced to the south.\n
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".