Matrons and Maids: Regulating Indian Domestic Service in Tucson, 1914-1934
Bibliographic record
Abstract
It is of great importance to define the manner in which cells are damaged and how intracellular derangement becomes irreversible during shock. When supply of both oxygen and substrates to cells is limited during shock, cellular energy metabolism of vital organs is severely depressed. In this experiment, the relationship was clarified between the reversibility of shock and the cellular energy status, from the viewpoint of hepatic energy change, mitochondrial redox state, ATP synthesis of isolated mitochondria, and fragility of mitochondrial membrane in rat livers. The derangement of energy metabolism passed through a series of four stages during hemorrhagic shock. At Stage I (initial stage), the cellular energy level decreased greatly due to marked energy consumption, without any organic damages in the mitochondria. Stage II (cell distress stage) showed that cellular energy imbalance occurred due to the depressed mitochondrial activity in vivo, although it was reversible when the blood supply was restored. Stage III (transitional stage) was the phase at which mitochondrial fragility increased severely. At Stage IV (terminal stage), mitochondria were markedly damaged organically and cellular energy metabolism was not remedied by any intensive therapies, which inevitably meant the death of vital organs.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| 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 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".