409. Lipton, poet & king, [s.d.]; Kennedy Foundation awards, 1964-02-06; Lipton & Raphael discussion, 1962?
Bibliographic record
Abstract
Tape 409. 1A) Lawrence Lipton, poet and king ("the king goes father oracle"), [s.d.]. ❧ 1B) Kennedy Foundation awards (television program), 1964 February 6. President Johnson is principal speaker at the Annual International Awards dinner of the Joseph P. Kennedy Foundation, held at the Americana Hotel's Imperial Ballroom in New York City. Other scheduled speakers at the dinner arranged to honor men for outstanding work in the field of mental retardations, include Lesler B. Pearson, Prime Minister of Canada; Sen. Edward M. Kennedy (Democrat, Massachusetts); and Sargent Shriver, director of the foundation. Host: Jack Benny introduces the performers, including Ethel Merman, Nat King Cole, and Count Bassie and his band. Receiving awards from the president... Leadership: Senator Lister Hill (Democrat, Alabama), Representative John E. Fogarty (Democrat, Rhode Island), and former Governor Bert T. Combs of Kentucky. Research: Dr. Lionel s. Penrose (University College, London). Service: Drs. Grover Francis Powers (Yale) and Robert P.L. Lafon (University of Montpellier, France). ❧ 1C) Blank. ❧ 2A) Lawrence Lipton and Joan Raphael discussion, 1962?, on ritual and society.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.007 | 0.004 |
| Insufficient payload (model declined to judge) | 0.393 | 0.308 |
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".