The Role of Black Soldier Fly, Hermetia illucens (L.) (Diptera: Stratiomyidae) in Sustainable Waste Management in Northern Climates
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
Splanchnic artery aneurysms. The management of 16 patients, presenting with splanchnic artery aneurysms is reviewed in a retrospective study. 5 patients presented with aneurysms of the hepatic arteries, 6 patients had an aneurysm of the splenic artery and 5 patients developed aneurysms of the remaining branches of the splanchnic arteries (1 gastroduodenal, 3 pancreaticoduodenal and 1 superior mesenteric), 8 patients were treated conservatively. 8 patients had a surgical procedure performed. Two patients died from a complication of their aneurysm. Ligation of the hepatic artery, was insufficient to avoid a recurrent and fatal hemobilia in a man presenting, with a centrally located intrahepatic ruptured aneurysm. Another patient developed a fatal necrohemorrhagic pancreatitis after ligation of the splenic artery for an aneurysm that ruptured in the stomach.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it