ORIGINAL ARTICLE Fed-batch production of M
Bibliographic record
Abstract
bt rat, 7 g tid Marchessault et al. 1990). Most bioreactor scale produc-tion of MCL-PHAs have used structurally related MCL this cultivation technique is not used commercially. In order to be of commercial interest, this novel approach to Jiang et al. AMB Express 2013, 3:50 http://www.amb-express.com/content/3/1/50growth rate and the β-oxidation inhibitor concentration in1Chemical Engineering, Queen's University, Kingston, ON K7L 3N6, Canada Full list of author information is available at the end of the articlecarbon substrates, such as octane (Hazenberg and Witholt 1997), nonanoic acid (Sun et al. 2007), and oleic acid (Lee et al. 2000). Although Liu et al. (2011) and Chung et al. (2011) effectively showed MCL homopolymer production MCL-PHA production must be shown to be applicable to fed-batch culture. The objective of this study was to develop a metho-dology for controlling the monomeric composition of MCL-PHA in efficient fed-batch fermentations. Specific-ally, the production of PHN copolymers with different HN content was investigated by controlling the specific * Correspondence:
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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 | 0.001 |
| 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) | 0.005 | 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 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".