200 Megapixel panorama of downtown Vancouver
Bibliographic record
Abstract
This panorama, taken from the 23rd floor of 555 West Hastings Street, also known as '' The Harbour Centre Tower '', spans from North, via East to South. ( Some floors higher is a restaurant that allows visitors to view the full 360 degrees. ) When stitching the original photos together, there were several difficulties. I failed to make everything in the panorama optically realistic. You will probably see some imperfections when looking at details, and, when looking at the total, you cannot overlook the crooked horizon. But, I had spent enough hours on this panorama, so therefore I gave up at the stage as presented here. For me it is good enough. If you want to attempt to make a better version, you can get all originals at : archive.org/details/Tristan_Laurillard_011 Please provide a link in a comment if you want to share with everybody your version of this panorama. For my own convenience I am using a short URL that redirects to this very page: leyb.us/pano This short URL is also visible subtly in the panorama itself, somewhere in the left bottom corner. A zoomable version is available via zoom.it/zmvc
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) | 0.001 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.167 | 0.001 |
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; both teacher heads agree on what is shown here.
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".