Step 1: Find the Temperature Gradient in Air
Taking the derivative of the temperature profile:
$$\frac{dT}{dy} = \frac{d}{dy}(300 + 200e^{-5y})$$
$$\frac{dT}{dy} = 200 \times (-5) \times e^{-5y}$$
$$\frac{dT}{dy} = -1000e^{-5y}$$
Step 2: Evaluate Temperature Gradient in Air at y = 0
At the surface ($y = 0$):
$$\left(\frac{dT}{dy}\right)_{air, y=0} = -1000e^{0} = -1000 \text{ K/m}$$
Step 3: Apply Heat Flux Continuity at the Interface
At the interface between the slab and air, the heat flux must be continuous (no heat generation or accumulation at the interface):
$$q_{slab} = q_{air}$$
$$-k_{slab}\left(\frac{dT}{dy}\right){slab} = -k{air}\left(\frac{dT}{dy}\right)_{air}$$
Step 4: Calculate Temperature Gradient in Slab at y = 0
$$k_{slab}\left(\frac{dT}{dy}\right){slab, y=0} = k{air}\left(\frac{dT}{dy}\right)_{air, y=0}$$
$$100 \times \left(\frac{dT}{dy}\right)_{slab, y=0} = 1.0 \times (-1000)$$
$$\left(\frac{dT}{dy}\right)_{slab, y=0} = \frac{-1000}{100} = -10 \text{ K/m}$$
Step 5: Find the Magnitude
$$\left|\frac{dT}{dy}\right|_{slab, y=0} = |-10| = 10 \text{ K/m}$$
Answer: The magnitude of temperature gradient within the slab at y = 0 is 10 K/m.
Considering the actual demand and the forecast for a product given in the table below, the mean forecast error and the mean absolute deviation, respectively, are:

P and Q play chess frequently against each other. Of these matches, P has won 80% of the matches, drawn 15% of the matches, and lost 5% of the matches.
If they play 3 more matches, what is the probability of P winning exactly 2 of these 3 matches?