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And although there are more in the way of mission objectives (taking or defending targets, researching a peculiar technology, etc) each level feels like a one-trick pony – depending on the research item that the developers deign to unlock for you.
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As shown in Fig. 7, the amount of the research items on corrosion continuously increased from 1994 to 2013, but decreased a little bit in 2012.
Compared with the well growth trend of corrosion, the amount of the research items on electrode(s) fluctuated from 1994 to 2003 and significantly rocketed since 2008, which revealed that the electrode-related research was the hotspot on electrochemical technology for water and wastewater treatment.
Significant positive correlations were found between respondents' current performance levels on each of the research items and amount of research involvement, indicating good criterion validity in the areas tested.
This conclusion lays on the statistically significant correlations found between respondents' trusting (r=0.20-0.35, p –values 0.025-0.039), educational (r=0.32-0.35, p –values 0.015 - 0.031) and professional (r=0.35-0.49, p –values 0.010 - 0.025) relationships on each of the research items and the respondents' previous admissions.
The median scores for the research items investigated on completion of the student projects was significantly higher than at commencement in nine of the ten research areas evaluated within each cohort and in total.
Reproducibility results by column were also very good, as illustrated in Table 2. Significant positive correlations were found between respondents' current performance levels on each of the research items (Column B) and amount of research involvement with p values between 0.012 and 0.033, as illustrated in Table 3.
Take all the research items you listed and put them on a numbered to-do list.
The research used item difficulty difference greater than 0.5-logits as the criterion for detecting DIF.
These scores were then correlated with relevant research item scores from section A of the questionnaire.
Hence, the consideration of energy efficiency in more practical scenarios will be another future research item.
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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