Hawaii, San Francisco & Montréal arch. photos, [1970s?]
Bibliographic record
Abstract
14 photographs (prints) mostly of Hawaii, San Francisco and Montréal architecture: Pioneer Inn, 658 Wharf Street, Lāhainā, West Maui, Maui, Hawaii (items 1-2); church and graveyard, Hawaii (item 3); Kulakane hotel, 3741 Lower Honoapiilani Road, Lāhainā, West Maui, Maui, Hawaii (item 4); Heavenly Hana Inn, 4155 Hana Highway, Hāna, Maui, Hawaii (item 5); bungalow, Hawaii (item 6); tower and suspension cables of the Golden Gate Bridge, San Francisco, California (item 7); Maritime Plaza building, Maritime Plaza 1, San Francisco (item 8); California, unidentified 35-plus-story skyscraper façade, possibly San Francisco (item 9); atrium of the Hyatt Regency San Francisco, 5 Embarcadero Center, San Francisco, California (item 10); Mauna Kea Beach Hotel, 62-100 Mauna Kea Beach Drive, Waimea, Hawaii (item 11); unidentified oceanside houses (item 12); Habitat 67, 2600 Avenue Pierre-Dupuy, Le Havre, Montréal, Quebec, Canada (item 13), unidentified tropical hotel thatched outbuildings and umbrellas (item 14).
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.561 | 0.256 |
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 source (direct Gemma or distilled Codex), 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".