Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
grew up in Adelaide in South Australia, and is long-term resident of Nanaimo on Vancouver Island, British Columbia.He's probably best known in both Canada and Australia as a poet, though he has also published a fair amount of prose fiction.Lions does not say anywhere explicitly that it is autobiographical, but it is persuasively so, fiction or not.It does introduce itself, however, more poetically, as 'random fragments of the coloured shards of memory shaken in the careless kaleidoscope of time'.The tale is told from the perspective of a small boy and his family in Adelaide in the latter half of World War 2. Third-person rather than first-person narrative, it seems to hover between personal memory and collective history.It is convincingly true to period, capturing all the social tensions and emotions of the seemingly endless waiting on the inevitablethe relentless advance of the Japanese enemy across the Pacific toward Australia and the bombing of Darwin.It conveys the emotional experience of mothers and children whose husbands and fathers are often fighting on other fronts for much of the time.Yet it is not really a novel of youth, or even of maturation; it is shot through with an older man's sense of loss, nostalgia, regret and mortality.There is an existential loneliness to the man's revisiting the people and places of his boyhood, now that his parents, brothers, aunts and uncles have all gone to their graves.The whole protective family web has been blown away, and the boy is the last man standing,which makes this brief and fragmentary narrative both emotionally complex and compelling.But there is a message here too.If death comes to all, what is the point of war! Roberts explores the impact of war on women and children, remote from battle yet trapped in its tragedy.But the emotional recoil of this wartime story comes from a rejection of violence as a crucible of masculine identity, by one who has felt firsthand the profound and prolonged damage of it: father lost in New Guinea, missing in action; eldest brother killed in Korea, laid to rest at Kapyong; next eldest missing in action in Vietnam.Only the youngest son survives to visit his mother's grave in his waning years and confront the pain he has spent his life seeking to avoid.We see the image of that pain in the making on the book's back cover: a small black-and-white photo of a young boy in a slouch hat, a toy handgun holstered on his hip, a quiver of arrows and bow on his shoulder, and finger on the trigger of a rifle pointed at a target outside the framethe unknown enemy.It is the image of a young lion, the boy-warrior and dreamer, who imagines at night the sad and lonely roaring of the lions from the Adelaide Zoo, though it is too far away really for him to hear them.Sixty years later he returns to his old haunts, and to the zoo, where he confronts the image of himself as a man: an aging lion in a 'false' concrete den, stretched out on a concrete floor behind thick iron bars, all alone, twitching in his sleep as though in a bad dream.This human-animal neither requires pity nor expects liberty.We learn a lot about lions along the way: lions in myth, in literature, in art; lions as image, as symbol and as icon.But here is what we really do to lions: we take them captive, enslave them, lock them in cages and then demean them as 'dirty beasts'.Is this what we also do to men? Men who model themselves as "lions of war, our noblest and our best" (as Christopher Brennan poeticised the warrior breed) are, as Roberts shows them, trapped and deluded.So are the lions of industry, or those of any other domain where the conquistadorial ego seeks to dominate.But,
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.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 it