Bibliographic record
Abstract
Four black horse-drawn carriages led the funeral cortège to the cemetery under leaden skies and light snow.Each bore the coffin of an unidentified flyer recovered from the wreckage of a Royal Air Force bomber.Several hundred Dutch townspeople and a platoon of German soldiers followed.The pastor who conducted the funeral service at Lichtenvoorde General Cemetery declared that the four unknown men had fallen for a cause they knew was just.His eulogy would soon be rewarded with a term in concentration camp.A few men surreptitiously recorded these events on film, at risk of their own arrest.In this second winter of the occupation, the airplane that had dropped from the sky was a harbinger of help from afar.The funeral, which the townspeople had insisted on organizing, was their first act of collective defiance.Active resistance, notably by assisting downed Allied airmen to evade capture, would follow.One of those coffins contained the body of Flight-Sgt.Joseph Alfred Jacobson of Westmount, Quebec.He was the sole Canadian of the bomber crew that had crashed short of its target at Münster on 28 January 1942.He had had no doubts about the justice of the cause for which he fought.He had taken his copy of Thomas Paine's The Rights of Man on his fatal flight.Joey, as his family and friends called him, was a privileged and ambitious son, a university graduate, and an accomplished athlete.He was the only Jew on McGill University's 1938 league championship football team.In June 1940, he left behind a bright and secure future to enlist in the Royal Canadian Air Force (RCAF).Like many new recruits, he wanted to become a pilot, but he was selected for air observer training -navigating a bomber aircraft to the target and bombing it.That seemed like office work compared to flying the aircraft, but it was office work of the most dangerous kind.Even before he left Canada, Joey was convinced that he would be engaging in a mortal struggle for civilization: a total war in which there could be no partial or limited victory.When he arrived in England in May 1941, the British Empire stood alone against Germany, the depth of American x
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.394 | 0.175 |
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".