A rapid, small-scale procedure for the structural characterization of lipid A applied to Citrobacter and Bordetella strains: discovery of a new structural element
Bibliographic record
Abstract
Endotoxins [lipopolysaccharides (LPSs)] are part of the outer cell membrane of Gram-negative bacteria. Their biological activities are associated mainly with the lipid component (lipid A) and even more specifically with discrete aspects of their fine structure. The need for a rapid and small-scale analysis of lipid a of with of their a the and lipid The a and the the analysis of of of the of the of of the lipid a a Endotoxins [lipopolysaccharides (LPSs)] are part of the outer cell membrane of Gram-negative bacteria. Their biological activities are associated mainly with the lipid component (lipid A) and even more specifically with discrete aspects of their fine structure. The need for a rapid and small-scale analysis of lipid a of with of their a the and lipid The a and the the analysis of of of the of the of of the lipid a a Endotoxins are of the membrane of Gram-negative bacteria. and are the of and of a lipid a and a of the membrane with and for the and of of and of a with of with and are the and of the lipid of and and of lipid and the and of are for the of and biological of a lipid The of a for a lipid for of the analysis a and the the the and and lipid and the and of and the Gram-negative a of of and are the lipid and of lipid of analysis of lipid of the biological activities of the for lipid of the and of and the of the of and of the of the the lipid of the are the for lipid analysis the bacteria. of of are of and for a of lipid of lipid and rapid for of with the of the the of the the the and the of lipid of of the of the of of of the lipid of and of the lipid of and of lipid of the of a the of lipid of of and the with lipid a of structure. of for the of lipid a of of lipid of for and for the The a the analysis of lipid of and of the of the the lipid of the for the of for are lipid the and are the are and the and and a for the of and of and and of of the of the of the the of the are The lipid of of for their and even lipid a lipid for of the of the of of and of the The of and associated with their and of the of the of the and of Gram-negative of the a for the and a of lipid are a the a lipid the and and the a a the of the of and of and and of of the of the of the and of the of of the of and of and and of of the of the of the a a a and with for of the of of with with and with and for with and of the The with and the The with and and and the and the of the of lipid and rapid for of and for a The and for The with the of and The with of and for the lipid the of a of and of the of with a lipid The of and and and and the and for the of and for the the lipid of and for The a of and the a of and and and and the with the are more of lipid the for of the and with a of of the for the the of the lipid of the of the lipid and for and the The lipid and lipid with a of and for of with lipid of and of the of the the lipid of the for of the lipid lipid a of and for of analysis of lipid of The with a and The the lipid and the lipid lipid and for a of a the and a the The analysis of the lipid with and The a of lipid the with a of for a of the the and with the of the the for and with of and for of and for The for lipid a of and of and of the of the the lipid of the need for a rapid for lipid for lipid of lipid and rapid for the of and The of analysis of of of with the lipid of with of of lipid of of the of the of the and of lipid of the of lipid of a of and for for of for of for lipid for the for the the The of the with a for and a of The a for and biological lipid of the for biological of the lipid biological for of with lipid of the a and lipid of lipid their their of and of the of the the lipid of the and even the of a of and of the of the the lipid of the The of the lipid of and of the of the the lipid of the and the for are for the of lipid for The a of of of the The with of analysis of lipid of with the the the the of the even of The the of the the of the the the of the the of of the of the lipid for the lipid and of lipid with the of their for lipid of lipid of The of of lipid the for analysis of and lipid of the lipid the lipid and The of the lipid of and of the of the for the are and the of and lipid cell the of The and lipid the and lipid with for the and lipid with for of the lipid a of the of the lipid of and and lipid and the of and of the the a of the and The the lipid the of the with the of of of the of the lipid the the lipid the and and The of the of a of the with of the lipid the the and and the of a and the lipid a and The and the the of the a the the The lipid for with and the of and a and The a the Their the their the the of the the analysis of the lipid the the analysis of lipid of the lipid of and of and a of of lipid and of the and the part of the lipid with and the The the of the the of and The the and lipid of the the for the lipid the lipid the with the of and the and of The with a of of the the the the of the the lipid and the lipid the of a the of a of are the lipid lipid a the the lipid analysis of and of and of of The and and of the of of lipid the and and of the the a the The and the and the of and the their of of a of and of and The and The a rapid and of the of lipid structure. for the of and for with biological of lipid a lipid for of the and of lipid outer of Gram-negative lipid and of and a the a lipid for of the The of with the and the of The of the of the of and the of the outer The of a lipid of lipid of of of the their The lipid of and the lipid structure. The the the of the with and the of and the of a lipid biological and and biological of a lipid lipid and of for the the and of lipid The of biological for and The of for the of lipid a for the the the of the of the of of the and the a of the and the and a lipid and the rapid of Endotoxins are of the membrane of Gram-negative bacteria. and are the of and of a lipid a and a of the membrane with and for the and of of and of a with of with and are the and of the lipid of and and of lipid and the and of are for the of and biological of a lipid The of a for a lipid for of the analysis a and the the the and and lipid and the and of and the Endotoxins Gram-negative a of of and are the lipid and of lipid of analysis of lipid of the biological activities of the for lipid of the and of and the of the of and of the of the the lipid of the are the for lipid analysis the bacteria. of of are of and for a of lipid of lipid and rapid for of with the of the the of the the the and the of lipid of of the of the of of of the lipid of and of the lipid of and of lipid of the of a the of lipid of of and the with lipid a of structure. of for the of lipid a of of lipid of for and for the The a the analysis of lipid of and of the of the the lipid of the for the of for are lipid bacteria. the and are the are and the and and a for the of and of and and of of the of the of the the of the are The The lipid of of for their and even lipid a lipid for of the of the of of and of the The of and associated with their and of the of the of the and of Gram-negative of the a for the and a of lipid are a the a lipid the and and the a a the of the of and of and and of of the of the of the and of the of of the of and of and and of of the of the of the a a a and with for of the of of with with and with and for with and of the The with and the The with and and and the and the of the of lipid and rapid for of and for a The and for The with the of and The with of and for the lipid the of a of and of the of with a 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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 | 0.001 | 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".