Bibliographic record
Abstract
UrbanistickĂŠ a architektonickĂŠ kvality praĹžskĂ˝ch HluboÄep, jejichĹž okolĂ patĹĂ z pĹĂrodovÄdnĂŠho hlediska k nejdĂŠle a nejsystematiÄtÄji zkoumanĂ˝m oblastem u nĂĄs vĹŻbec, unikaly dosud soustavnÄjĹĄĂ pozornosti pamĂĄtkovĂŠ pĂŠÄe. I navzdory skuteÄnosti, Ĺže ve stavebnĂm fondu starĂŠ vsi nenachĂĄzĂme stavby kvalitativnÄ srovnatelnĂŠ s jinĂ˝mi obcemi praĹžskĂŠho okolĂ, mohou HluboÄepy podat specifickĂŠ svÄdectvĂ o vĂ˝voji sĂdla zĂĄsadnÄ formovanĂŠho prĹŻmyslovĂ˝m rozvojem Prahy v druhĂŠ polovinÄ 19. stoletĂ. NemenĹĄĂ vĂ˝znam pro jejich dneĹĄnĂ tvĂĄĹnost mÄla i mezivĂĄleÄnĂĄ regulace, jejĂĹž cĂlevÄdomĂŠ naplnÄnĂ vedlo ke vzniku vilovĂŠ kolonie Ĺ˝vahov. Oba tyto vlivy obohatily starĹĄĂ a v zĂĄkladnĂch rysech dodnes dochovanou urbanistickou strukturu obce. NĂĄsledujĂcĂ text pojednĂĄvĂĄ o jejĂm vĂ˝voji a o specifickĂ˝ch kvalitĂĄch hluboÄepskĂŠ zĂĄstavby.
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 | 0.000 | 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) | 0.001 | 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".