Foothill freeway progress, 1954
Bibliographic record
Abstract
8 images. Foothill freeway progress, 23 August 1954. Between La Canada and Pasadena; from Hill across boulevard from Devil's Gate Dam -- Arroyo Seco Bridge; Route 165 -- route; looking east from 150 foot hill above Devil's Gate Dam; Route 165/9 separation from hill - in background, looking northwest is Foothill Boulevard.; Caption slip reads: "Photographer: Lapp. Date: 1954-08-23. Reporter: Sid Bernstein. Assignment: Progress shots on Foothill Freeway construction between Pasadena and La Canada. 21-22: From hill across blvd. from Devil's Gate Dam and preliminary work for Arroyo Seco Bridge. 13-14: Route 165-Route 9 Separation steel framework being put in. 1/2 complete. 9-10: Looking east from 150 foot hill above Devil's Gate Dam. Traffic heading for La Canada. Work preparation for Arroyo Seco Bridge in front of dam. 43-44: Route 165/9 Separation, from hill. Steel being put in place. In background, looking northwest, is Foothill Blvd. and grading for new freeway".
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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 | 0.001 |
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".