Bibliographic record
Abstract
The useful criticisms of my theory of water transport by Comstock (American Journal of Botany 86: 1077-1081) and by Stiller and Sperry (American Journal of Botany 86: 1082-1086) are acknowledged and reviewed. I make the following responses. (1) Tensile stresses to contain tissue pressure are kept within modest limits by the organization of vascular tissues into cylindrical bundles with small ratios of radius/boundary thickness. (2) The balance of pressures within tissues of a nontranspiring leaf is best understood by treating it as a single compartment containing several pressure-generating engines whose resultant is the pressure throughout the compartment. An error in the published notional balances for a transpiring leaf is corrected. (3) The argument against a valve in the transpiring leaf, which allows water out but not in, is not convincing. (4) The "robust and extremely consistent" cohesion theory gains this status by neglecting large bodies of experimental fact, once well known to plant physiologists. (5) The demonstration that living cells are not involved in the refilling of embolisms in birch stems is welcomed as an important advance. However, the major questions remain unresolved. (6) Proof is still needed that embolisms in vessels are not refilled by the collapse of gas bubbles under small positive pressures during conductance measurement. (7) The survival of unbroken water threads in vessels under centrifugal stress has still not been demonstrated. (8) Both questions 6 and 7 can be easily answered by direct observation of gas/liquid volumes in frozen stems in the cryo-scanning electron microscope.
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 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 | 0.000 | 0.000 |
| 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 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".