Bibliographic record
Abstract
Swimming into darkness Gail Helgason Regina (SK): Coteau Books; 2002 284 pp $18.95 ISBN 1-55050-186-0 The enactment of the Saskachewan Medical Care Insurance Act has already resulted in serious impairment of medical care in your province. In our opinion the implementation of this Act will accelerate this deterioration to disastrous proportions. — Message to Premier Lloyd from the CMA, June 1962 It is high summer, 1962, in rural Saskatchewan. Thora Sigurdson, age 13, is beginning to worry about how she looks in a bathing suit. The province's doctors, one of whom is the father of Thora's best friend, are on strike, protesting the imposition of medicare. It is a summer Thora would rather forget, but from the vantage point of 1998 she remembers every detail of it with a clarity that is sometimes improbable. But the narrator of Gail Helgason's first novel is an historian, and not only of herself: she is reconstructing the homestead, and the life, of a (fictional) Icelandic-Canadian poet, Markus Olafsson, on the banks of the North Saskatchewan. It has become fairly standard in contemporary Canadian fiction to simultaneously resurrect and invent the past. It is as if, in our collective consciousness, we seek reassurance that there are many layers to our history, and that those layers are rich and resonant. Certainly they are, but this novel takes us to dig sites that are a little overworked with the narrator's prescience and with self-fulfilling metaphors. Immigrant history, the birth-pangs of medicare, family relationships, betrayal, death and coming of age: these themes are laid down carefully, one upon the other, with a lyricism that is highly self-aware. The result is a narrative one might describe as sedimentary, not metamorphic. One of the richest strata of the book is Helgason's portrayal of the tensions and mutual dependencies that can bind a community together or tear it apart. Dr. Robert “Mac” McConnell is technically on strike, but he still hoists a flag at his summer cabin to let his patients know where to find him. What is it that turns the tide of local opinion against his family? His strike action, yes, but also a resentment arising from vaguer things — his wife's taste for Montreal fashions, perhaps, or his daughter's eccentric egg-headedness. Social cohesion — one of the promises of publicly funded health care — is fragile in this little community, where the doctor who built safe diving rafts at the public beach and helped to reconstruct the curling rink and steered Thora's family away from emotional and financial ruin is still viewed as untrustworthy, somehow. The community's ambivalent relationship with its only doctor expresses society's often resentful relationship with its professional elites. One of Thora's friends comments that the doctors are between a rock and a hard place: their own association is forcing them to break the Hippocratic Oath. Another speaker is less sympathetic: “That rock being Arizona. The hard place likely being Hawaii.” In the tension that builds, catastrophically, with each day of the strike, it becomes difficult to discern the boundary between political and personal allegiance. “It's our duty to stand up for what we think,” Thora's father says. “We damned well don't want socialized medicine in this province.” Her mother adds, “Besides, Mac is our friend.” Betrayal is always personal, Thora learns, and it is her difficulty in confronting her own disloyalty that provides the psychological impetus for the story. The dark lake of that long-ago summer is supplanted by the river of her adult life — a river calm on the surface, as she describes it, but whose current runs swiftly underneath. As that current rises, threatening to destroy her restoration project, she asks herself what she longs to know about Markus Olafsson, upon whom tragedy once descended in a lightning bolt no more anticipated, perhaps, than the events of 1962. For both the archeologist as for the poet, overcoming grief requires confronting an afturgongur, a departed one who must be persuaded, by the resiliance of the living, to rest. Anne Marie Todkill CMAJ
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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.373 | 0.275 |
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".