Bibliographic record
Abstract
Norman Bethune (1890-1939) was a man who had everything, and yet had nothing. Although he had achieved international prominence as a surgeon, he was unhappy in his personal life and deeply frustrated by a failed attempt to introduce medicare to Canada. An uncompromising humanitarian in search of a cause, Bethune became immersed in the Spanish Civil War. In Bethune in Spain , Roderick Stewart and Jesús Majada recount Bethune's achievements in Spain and the events that led to his decision to assist the Loyalist forces. The narrative contains Bethune's letters and reports, some of them reproduced here for the first time, as well as newspaper articles, and interviews with him. It covers his creation and operation of a mobile blood transfusion unit, his rescue of fleeing Loyalist civilians during the Malaga-Almeria road tragedy, and his efforts to aid children orphaned by the War. It also deals with the gruelling public-speaking tour Bethune undertook on his return to Canada in 1937 to plead for intervention in support of democracy in Spain and to raise awareness of atrocities committed against civilians by the fascist-backed Spanish Nationalists. Illustrated with photographs from Bethune's seven months in Spain, Bethune in Spain is a poignant portrait of an early advocate for universal health care, an unwavering communist, and a crusader for the Spanish Republican cause.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".