Glendale Chamber of Commerce leaves for Honolulu, 1955
Bibliographic record
Abstract
1 image. Glendale Chamber of Commerce leaves for Honolulu. 25 April 1955.; Supplementary material reads: "Bonanza Airlines, post office box 391, Las Vegas, Nevada. R.J. Murray 620 West 6th Street Los Angeles, 17, California. Madison 9 - 1721. 1955-04-25. For immediate release. Glendale Chamber leaves for Honolulu. Bonanza Air Lines today inaugurated service from Lockheed Air Terminal with a 7:45 AM departure for Los Angeles with 21 members of the Glendale Chamber of Commerce enroute on their annual trip to the Islands. Ceremonies for this trip were equally shared, for it marked the beginning of a new airline service from Burbank to Phoenix, via Los Angeles, Ontario/Riverside, Indio and Blythe. The Chambers of Commerce in the San Fernando Valley and Pasadena were helpful in bringing this new service into Burbank".
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.013 |
| Science and technology studies | 0.001 | 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) | 0.211 | 0.229 |
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".