Automobile touring route to Camp Baldy via Foothill Boulevard and return via Valley Boulevard, 1912
Bibliographic record
Abstract
Strip map of the automobile route to Camp Baldy via Foothill Boulevard and return via Valley Boulevard. Includes Old Baldy Trail (top), City of Los Angeles (bottom), Pasadena (left), Walnut (right). Due north is about 80 degrees to the left of vertical. Principal features: municipalities, roads, mileages, road names. Other prominent locations (cities; streets; geographical features): North Ontario, Ontario, Claremont, Pomona, Lordsburg, San Dimas, Spadra, Glendora, Azusa, Covina, Puente, Vineland, Monrovia, Arcadia, Bassett, El Monte, San Gabriel, Alhambra, Ramona; Euclid Avenue, Mountain Avenue, Holt Avenue, 10th Street, New Boulevard, Garey Avenue, Duarte Road, El Monte Road, Colorado Street, Fair Oaks Avenue, Alhambra Avenue, Huntington Drive, Main Street, North Broadway, Old Baldy Trail; San Antonio Canyon, San Antonio Wash, San Dimas Wash, San Gabriel Mountains, San Gabriel Wash, Puente Hills, Rio Honda, Los Angeles River. At the bottom of the map is a table of the distances. Printed at bottom of map is "#49" & "H.R.H. 5-18-'12" Printed at the bottom, outside the map itself, is the number"10".
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.411 | 0.122 |
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".