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The theory is illustrated based on an industrial case study, where it is shown how decisions made in industry practice are explainable with the formulated theory, and the consequences of the decisions are made explicit.
It may be explainable with numbers, charts and graphs, but the average person thinks more in terms of being able to afford a vacation, a larger home or health care.
Since the bimodal pattern was not explainable with the then well-accepted continuous growth model, we proposed that metastatic disease was mostly inactive before surgery but was driven into growth somehow by surgery.
This indicates that the earlier laboratory estimate of α by Plane and Husain was smaller because it involved the reaction between ground-state NaO X) and O. Hence, the inconsistency in the values of α is not explainable with the original Chapman mechanism of reactions (1 to 2).
A binary diagram of the δ13C (CO2) versus 1/[CO2] for São Vicente, Brava, and Fogo data is explainable with two geochemical end-members: air, characterized by δ13C CO2) = −8.0‰ vs. VPDB and [CO2] = 400 ppm and biogenic CO2 (Figure 7).
The effect of PAβN on antimicrobial agents (Figure 3 4) seems to be explainable with its activity on membranes of E. coli.
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These tools will assign explainable CSs with a reliability that is equal to, or better than, the best current human expert methods, and will enable a consumer of SBS research to quickly calibrate the level of confidence in the Reproducibility and Replicability (R&R) of a given SBS result or claim.
In our algorithm, we use a greedy strategy, i.e. in each iteration we try to remove the explainable edge with largest weight (lowest association strength) fulfilling Condition (4).
Prior to use, each lot of each antibody was verified by Western blot using mouse brain lysates to show only clean band(s) of explainable size, with no non-specific bands present.
At the other end of the spectrum -- and contrasting fairly directly with Explainable bias-free ethically-aware AI -- we find cheating AI.
Chestnut's research demonstrates that investors increasingly demand clarity and transparency around a manager's investment strategy and operating model in order to become long-term loyal investors who are willing to withstand the ups and downs of volatile returns as long as the performance is explainable and consistent with the range of reasonable return expectations.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com