Bibliographic record
Abstract
Bolidomonas pacifica is a member of the Bolidophytes, chlorophyll a/c phytoplankters that lack siliceous frustules, in contrast to their sister lineage the diatoms. Under nutrient repletion, B. pacifica achieved a maximum growth rate of 0.51 day21 at a growth light of 224 mmol photons m22 s21, with a light compensation point for growth slightly below 30 mmol photons m22 s21. The effective absorbance cross section for blue light for Photosystem II (PSII) for cells growing under low light was 1071 (+ 64) A2 quanta21, with a modest decrease in cells growing under higher lights. Upon upward shifts in light, B. pacifica induced PSII repair within 15 min to stabilize PSII function in the face of accelerated photoinactivation, and the cells then achieved significant light acclimation within 1 h. When PSII repair was blocked, the cells suffered progressive loss of PSII function with a target size for susceptibility to photoinactivation of 7 1025 (+0.5 1025) A2 quanta21, across a range of growth lights. In comparison with similarly sized marine centric diatoms, B. pacifica shows larger absorbance cross sections serving PSII photochem-istry but relies upon PSII repair to counter a higher intrinsic susceptibility to photoinactivation.
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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 | 0.000 |
| 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".