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normalized_scores

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rigid
the simplest possible normalization: 5 points for 1st (equal), 4 for 2nd (equal), etc.; null for team tasks (only two ranks)
spread
Distribute points from a pool of {5, 4, 3, 2, 1}, with rank ties between N people sharing the next N available point values. (〃)
scale
Multiply every score by some common factor to achieve a sum of 15 for the task; where this causes any individual score to exceed 5, regrettably abandon the 15-point target and scale down to ensure a maximum of 5. Note that this value does exist for team tasks due to being point- rather than rank-based.
5+3, 3+2, 3½+2½
various ways to normalize team tasks based on rank

55 rows where contestant = 43

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Suggested facets: base, points, rank, rigid, spread, scale, 5+3, 3+2, 3½+2½

id ▲ task contestant base ± points rank rigid spread scale 5+3 3+2 3½+2½
1536 The most powerful smell 323 Iain Stirling 43 2   2 4 2 2 2      
1541 Find the baby monitor receiver 324 Iain Stirling 43 5   5 1 5 5 5      
1546 Make and be seduced by a ventriloquist dummy 325 Iain Stirling 43 5   5 1 5 5 4.17      
1551 Sneak up on Alex 326 Iain Stirling 43 4   4 2= 4 3.5 3.75      
1556 Collect the most doughnuts in your bucket 327 Iain Stirling 43 4   4 2 4 4 4      
1561 Peel a banana with your feet 328 Iain Stirling 43 0   0              
1563 The best pair of things 329 Iain Stirling 43 4   4 2= 4 3.5 3.53      
1568 Make a moustache from something unexpected 330 Iain Stirling 43 2   2 4 2 2 2      
1573 Transfer the rice to the bottle 331 Iain Stirling 43 3   3 3 3 3 3      
1578 Convey an object using only facial expressions, noises, adjectives & verbs 332 Iain Stirling 43 2   2 2=     2.5 3 2 2.5
1583 Travel the furthest while making a continuous noise 333 Iain Stirling 43 1   1 5 1 1 1      
1588 Name a bird, eat a grape, name a contestant 334 Iain Stirling 43 1   1 5 1 1 1      
1593 The best burstable thing 335 Iain Stirling 43 3   3 3 3 3 3      
1598 Build the best volcano 336 Iain Stirling 43 2   2 4= 2 1.5 1.76      
1603 Work out what Alex is wearing 337 Iain Stirling 43 3   3 3 3 3 3      
1608 Do the worst thing and make the best apology 338 Iain Stirling 43 4   4 2 4 4 4      
1613 Get into two sleeping bags and complete other actions 339 Iain Stirling 43 5   5 1 5 5 5      
1618 The best present for a doctor 340 Iain Stirling 43 1   1 4= 2 1.5 1      
1623 Get the toilet paper through the toilet seat 341 Iain Stirling 43 5   5 1 5 5 5      
1628 Make the best thing to entertain a toddler 342 Iain Stirling 43 4   4 3= 3 2.5 2.86      
1633 Get the most weight into a hammock 343 Iain Stirling 43
DQ
  0              
1638 Throw a frying pan into a hoop 344 Iain Stirling 43 0   0              
1646 The best face 346 Iain Stirling 43 5   5 1 5 5 5      
1651 Move the sand from one bucket to another 347 Iain Stirling 43
DQ
  0              
1656 Make a realistic injury using food 348 Iain Stirling 43 4   4 2= 4 3 3.33      
1661 Play long-distance catch with a beach ball 349 Iain Stirling 43 3   3 1=     3.46 5 3 3.5
1666 Herd the ping pong balls into a pen 350 Iain Stirling 43 5   5 1 5 5 4.69      
1671 Recreate the scene you parade past 351 Iain Stirling 43 4   4 2 4 4 4      
1676 The best see-through item 352 Iain Stirling 43 1   1 2= 4 2.5 1.25      
1681 Conceal yourself inside a phone box 353 Iain Stirling 43 5   5 1 5 5 5      
1686 Design an iconic album cover 354 Iain Stirling 43 2   2 2=     2.14 3 2 2.5
1691 Recall the order of the deck of cards 355 Iain Stirling 43 2   2 4 2 2 2      
1696 Score a goal from the greatest distance 356 Iain Stirling 43
DQ
  0              
1701 Roll a toilet roll, and retrieve your shoe 357 Iain Stirling 43 0   0              
1706 The best slippery thing 358 Iain Stirling 43 3   3 4 2 2 2.5      
1711 Find the apples 359 Iain Stirling 43
DQ
  0              
1716 Work out the crisp flavours 360 Iain Stirling 43 4   4 2 4 4 3.75      
1721 Do something powerful with your little finger 361 Iain Stirling 43 3   3 2= 4 3.5 3      
1726 Answer the questions, pull the strings; do not release the green egg 362 Iain Stirling 43 0   0              
1731 The nicest thing to hold 363 Iain Stirling 43 3   3 3= 3 2.5 2.65      
1736 Make a portrait of a former contestant using sand and one tool 364 Iain Stirling 43 5   5 1 5 5 5      
1741 Catch the tennis balls 365 Iain Stirling 43 5   5 1=     5 5 3 3.5
1746 Move the beach ball across the finish line using only water 366 Iain Stirling 43 5   5 1 5 5 5      
1751 Complete the five-syllable words 367 Iain Stirling 43 0   0              
1756 The best form of protection 368 Iain Stirling 43 4   4 2= 4 3.5 3.16      
1761 Get a ball into a bin with the most bounces 369 Iain Stirling 43 3   3 3 3 3 3      
1766 Make a delicious dust meal 370 Iain Stirling 43 5   5 1 5 5 5      
1771 Make yourselves look like one person 371 Iain Stirling 43 3   3 1=     3.46 5 3 3.5
1776 Complete some tasks as one person 372 Iain Stirling 43 1   1 2=     1.25 3 2 2.5
1781 Stack plates and bowls on your head 373 Iain Stirling 43 3   3 3 3 3 3      
1786 The best thing that will change your life for the better 374 Iain Stirling 43 5   5 1 5 5 4.41      
1791 Erase the eraser 375 Iain Stirling 43 5   5 1 5 5 5      
1796 Make the most tremendous legs 376 Iain Stirling 43 3   3 3 3 3 3      
1801 Blindly drive a mobility scooter around a course 377 Iain Stirling 43 5   5 1 5 5 5      
1806 Hook a duck while wearing inversion goggles 378 Iain Stirling 43 0   0              

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CREATE TABLE normalized_scores (
   id         INTEGER PRIMARY KEY,
   task       INTEGER REFERENCES tasks(id),
   contestant INTEGER REFERENCES people(id),
   base       INTEGER,
   adjustment INTEGER,
   points     INTEGER,
   rank       TEXT,
   rigid      REAL,
   spread     REAL,
   scale      REAL,
   '5+3'      REAL,
   '3+2'      REAL,
   '3½+2½'    REAL
);
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