Spatial effects : narrative structure in architecture
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
The potency of compelling narrative structures - or the story constructing sequence of space - has pushed architecture's boundaries into new frontiers through the development of representational technology such as cinema, a burgeoning art form that employs narrative typology as an underlying structure to frame the phenomena of space. In this design research thesis my intention is to investigate and elucidate the function and purpose of narrative in Architecture and Cinema and its development from symbolism to spatial formation. Thesis statement: The first stage of narrative from took flight from pictographic symbols and cartographic delineations to sculptural representations and reliefs. These timeless narratives encapsulated in monumental structures such as the Pyramids of Giza or the Greek Parthenon depict their civilizations' cultural dominance through this system of messaging. It can be argued that a number of such illustrations may reveal varying levels of codification or messaging through historical, cultural, or religious contexts. However, the present form of this system of messaging and symbolism has been considerably altered for the worse, becoming banal and superficial, and lacking depth and narrative content.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 |
| 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 it