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A bidirectional means of communicating with the maize community should be deployed at the start of the project so that the maize community can both absorb and respond to new annotation information quickly.
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The split branches model comparison yields a bidirectional mean log Bayes Factor of 7626.70 log units, compared to the independent GTR model (7617.66 ([7600.11; 7635.21]) log units for the annealing scheme and 7635.74 ([7617.94; 7653.55]) log units for the melting scheme).
Inspired by the work of Arndt et al. [ 2], we have calculated the log Bayes Factor for this first-order successive approximation approach with coupled root distribution against the independent GTR model, resulting in an annealing estimate of 6648.61 ([6628.69; 6668.52]) and a melting estimate of 6682.52 ([6659.95; 6705.09]), yielding a bidirectional mean log Bayes Factor of 6665.56 log units.
Figure 2 shows all calculated bidirectional mean log Bayes Factors for those evolutionary models that group first and second codon positions, while Figure 3 shows the results for those evolutionary models that consider each codon position separately (annealing and melting thermodynamic integration results can be found in Tables S1, S2 and S3 in Additional file 1).
As mentioned above, the context-dependent model with context-dependent model frequencies and a second-order Markov chain at the ancestral root sequence yields a a bidirectional mean log Bayes Factor of 7221.47 log units, compared to the independent GTR model (7218.01 ([7200.34; 7235.68]) log units for the annealing scheme and 7224.94 ([7207.16; 7242.71]) log units for the melting scheme).
Further, for the pseudogenes dataset, the increase in model fit brought about by the optimal context-dependent model and root distribution equals about 150 log units, compared to an increase in model fit for among-site rate variation with a bidirectional mean log Bayes Factor of 5.4 units (annealing: [5.5; 5.7]; melting: [5.0; 5.2]), corresponding to the findings of Yang [ 14].
Figure 5 shows all the calculated bidirectional mean log Bayes Factors for those evolutionary models that group first and second codon positions, while Figure 6 shows the results for those evolutionary models that consider each codon position separately (annealing and melting thermodynamic integration results can be found in Tables S4, S5 and S6 in Additional file 1).
Interestingly, recent concepts, such as reverse signalling, have defined that the cell-cell interactions can be rather bidirectional, which means that the 'ligand'-expressing cell (i.e. macrophage) undergoes a functional change upon engaging with the receptor [ 31].
This paper presents adaptive bidirectional minimum mean-square error parameter estimation algorithms for fast-fading channels.
Using the bidirectional approach, mean (± SD) changes in VAS score were 33.9 ± 24.0 mm, 18.6 ± 16.3 mm, and 7.1 ± 19.5 mm for women reporting "much change", "minimal change", and "no change", respectively.
Bidirectional normalized least mean-square and conjugate gradient algorithms are devised along with adaptive mixing parameters that adjust to the time-varying channel correlation properties.
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