Senate Unpassed Legislation 1839, Docket 10525, SC1/series 231, Petition of Ruth Bowker
Bibliographic record
Abstract
Petition subject: To abolish slavery in Washington D.C. Original: http://nrs.harvard.edu/urn-3:FHCL:11858079 Date of creation: (unknown) Petition location: Sudbury Legislator, committee, or address that the petition was sent to: Jeremiah Spofford, Essex; committee on the subject Selected signatures: Ruth Bowker Polly Brown Lucy B.A. Browne Actions taken on dates: 1839-01-17,1839-01-17 Legislative action: Received in the Senate on January 17, 1839 and referred to the committee on the subject and sent for concurrence and received in the House on January 17, 1839 and concurred Total signatures: 72 Legislative action summary: Received, referred, sent, received, concurred Female signatures: 72 Female only signatures: Yes Identifications of signatories: undersigned, [females], ["women"] Prayer format was printed vs. manuscript: Printed Additional non-petition or unrelated documents available at archive: no additional documents Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1839, Docket 10525 Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.
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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.007 | 0.007 |
| Insufficient payload (model declined to judge) | 0.240 | 0.135 |
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".