Certificate of Acceptance and Initiation to Canadian Order Chosen Friends - Thomas Cowan
Bibliographic record
Abstract
A certificate of initiation and acceptance to the Canadian Order Chosen Friends, Thomas Cowan. The certificate reads "This certifies that evidence has been received that Thomas Cowan has been accepted and initiated by the Council name below, and has thus become a member of the Canadian Order of Chosen Friends, and entitled to all the rights and privileges of membership and a benefit of not exceeding one thousand dollars from the relief fund of said order, which shall in case of death be paid to Annie Cowan his wife in the manner and subject to the conditions set forth in the laws governing said relief fund and in the application for membership. This certificate to be in force and binding when accepted in writing by the said member, with the acceptance attested by the Councilor and Recorder and the seal of the Subordinate Council affixed, so long as said member shall comply with the requirements of the Constitution, Laws and Regulations now in force or hereafter adopted for the government of the Order: otherwise, and also in the case of granting of a new certificate, to be null and void. In witness whereof, we have hereunto attached our signatures, and affixed the seal of the Grand Council of the Canadian Order of Chosen Friends. Dated the Twenty Seventh day of July, A.D. 1891." The front and back of the certificate are available for viewing.
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 | 0.005 | 0.030 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.014 | 0.002 |
| Scholarly communication | 0.011 | 0.003 |
| Open science | 0.003 | 0.005 |
| Research integrity | 0.006 | 0.007 |
| Insufficient payload (model declined to judge) | 0.295 | 0.168 |
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".