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As a result, the budget required to cause a complete cascade in (G') is more than sufficient to cause a complete cascade in (G): thus complete cascades are achieved by (text {OAS}_{text {mg}}) until the structural differences between (G) and (G') are extreme.
Identification of potential genes involved in polyketide biosynthesis was achieved by text searching the annotations (ketosynthase, PKS, polyketide synthase, ketoreductases).
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The mapping to GoSynthetic processes and modules itself was achieved by text-mining scripts and manual validation, i.e., we changed the mapping until the respective coverage of the different databases both by the biological or technical classification or any of the database classifications was as high as possible (numbers and percentages see Supplementary Material).
Then optimal reconstruction is achieved by text{Rep} y,w =mathop{argmax}_{sinmathcal{S}}f_{Y|X}left y|g_{s}^{-1}(w)right).
The best observed performance was achieved by combining text and non-text features.
The joint PD controller (23) is used for each joint with parameters (k_{p}=20), (k_{d}=5), and lateral undulation and eel-like motion are achieved by choosing (text {g}(i,n =1) and (text {g}(i,n)= n-i)/(n+1)), respectively.
Our analysis shows that the recall achieved by the text mining tool in the recovery of mutations catalogued in the databases is very low.
In principle, automatic linking of articles to genes could be achieved by developing text-mining tools that detect gene names or identifiers in abstracts or full-text articles.
Maximising completion of follow-up questionnaires will be achieved by (1) texting the patient in advance to inform them that the questionnaire is being sent, (2) enclosing a pre-paid self addressed return envelope, (3) following up with the patient by phone once they have received the questionnaire.
Standardized semantic sustainability assessments of large amounts of different kinds of text data may be achieved by using additional text mining or natural language processing methods, e.g., for syntax parsing or automated generation of categorization schemes.
This is achieved by analyzing the text of the report, the scale of the report's transmission, the routes through which the report was transmitted, and the individual narrators involved in its transmission.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com