Games Lab

Overview

In our mission to outsmart the Varroa mite and save honeybee kingdoms from chaos, we realized that traditional methods were turning beekeepers' sweet dreams into a sticky situation. Enter our scientific superheroes armed with the mighty Vitellogenin – the Avengers of the apiary!

Now, deciphering Vitellogenin's playbook was like playing a board game without the rules. We knew it had this cool transgenerational immune priming power, but where did it hide those precious PAMPs (Pathogen-Associated Molecular Patterns)? It was like searching for a wildcard in a deck without a cheat sheet.

Our master plan: turn the Vitellogenin adventure into a strategy game, complete with well-deserved card and board game breaks. Imagine heated debates hotter than a Monopoly feud and research sessions deeper than a game of 3D chess.

In between moves, we huddled around the table, shuffling not just data cards, but also our favorite card games. It was like a quest for the perfect hand in poker, but with protein variants. With each roll of the dice, we brainstormed mutations in the wet lab, trying to level up Vitellogenin's game in the battle against Varroa mites.

Meanwhile, in the dry lab, we played the prediction game, simulating scenarios like grandmasters plotting their next chess move. We sifted through Vitellogenin variants from Western honey bees and wild bee species, hoping to strike gold – a variant with the winning combination.

Once we spotted our winning card – the MVP (Most Valuable Protein) – it was time to celebrate with a round of our favorite board game. But the game wasn't over; we had to bring our champion, Komagataella phaffii, into the fold and put its skills to the test in a specially designed binding assay.

So, you see, our secret sauce for Varroa mite victory wasn't just brilliant science; it was also the strategic breaks filled with card and board games. We played our cards right and rolled the dice of success, all while saving honeybee realms from the clutches of Varroa mayhem!



Results

Raw Data SkyJo

Name Number of rounds Alex Daddy Emelie Emil Julia Kilian Lukas Malte Niko Phil Steffi Thomas Tobi
Sky.1 2 49 3 124
Sky.2 8 108 84 107 91
Sky.3 4 60 54 100 48
Sky.4 4 75 27
Sky.5 7 119 56
Sky.6 5 42 69 95 101 89 88
Sky.7 8 109 83 68
Sky.8 7 110 78
Sky.9 7 104 46 66
Sky.10 6 69 151 100 70
Sky.11 5 59 36 108 57
Sky.12 4 83 100 46 51 74
Sky.13 4 74 96 47 70 122 68 76 99
Sky.14 4 52 65 47 92 88 23
Sky.15 1 31 24 4 16 34
Sky.16 6 94 59 119 83 93
Sky.17 5 70 73 103 83 66
Sky.18 7 100 85
Sky.19 4 49 69 79 113 89
Sky.20 6 49 116 59 84
Sky.21 4 109 75 43 67 84 62 61
Sky.22 6 58 113 128 84 59
Sky.23 4 56 100 58 70 66
Sky.24 3 41 31 28 27 19
Sky.25 6 69 102 80 95
Sky.26 6 81 104 76
Sky.27 7 108 54 66
Sky.28 7 106 84 75
Sky.29 7 125 65 94
Sky.30 3 78 110 58 88 88 78 117 60
Sky.31 5 77 61 109 99 101 78
Sky.32 5 75 70 98 102 87 64
Sky.33 5 66 59 126
Sky.34 4 108 64 155
Sky.35 8 70 121 107
Sky.36 6 70 108 86 68
Sky.37 7 108 89 106
Sky.38 3 42 50 22 48 13 46
Sky.39 6 64 56 45 121
Sky.40 3 12 5 27 25
Sky.41 3 7 31 89
Sky.42 5 43 55 119 79
Sky.43 6 40 108 116 57
Sky.44 12 108 93
Sky.45 6 123 86
Sky.46 7 100 78
Sky.47 7 75 104
Sky.48 8 118 104 111
Sky.49 6 70 53 102 112
Sky.50 4 43 124 61 68 63 85 40
Sky.51 6 104 56 45 72 86
Sky.52 4 30 57 80 53
Sky.53 9 63 120 90 106 102
Sky.54 5 93 58 79 109
Sky.55 7 95 86 113
Sky.56 3 115 81 74 77 75 31 49
Sky.57 6 68 53 110
Sky.58 5 125 55 68
Sky.59 6 106 103 100 105 106
Sky.60 5 88 55 100 34 44
Sky.61 9 104 44
Sky.62 9 113 112
Sky.63 8 53 43 102

Raw Data Witches

Name Number of rounds Daddy Emelie Emil Julia Kilian Niko Phil Steffi Thomas
Wit.1 11 80 42 53 60 60
Wit.2 8 25 73 55 18
Wit.3 8 48 70 73
Wit.4 8 59 84 18 66
Wit.5 7 43 19 54 8 10 23
Wit.6 4 22 8 9 7 50
Wit.7 10 26 72 35 35 43
Wit.8 10 24 29 63 36 77
Wit.9 8 38 47 76 34 19 2
Wit.10 7 47 12 18 12 79
Wit.11 9 44 9 33 50 35 49
Wit.12 6 40 2 10 90

Raw Data Wizard

Name Daddy Emelie Emil Julia Kilian Lennard Lukas Malte Niko Phil Steffi Thomas
1 24 22 26 14 11
2 33 18 27 40
3 13 17 17 10
4 76 12 58
5 35 35 1 24
6 30 16 27
7 13 24 15
8 49 30 25 25
9 25 -9 25 27 9
10 9 24
11 15 13 10
12 15 24 21
13 61 37 47
14 18 8
15 26 27 21 35 18
16 18 34 23 18 20
17 29 30 15 37 9
18 25 19 12 21 19
19 67 69 21
20 21 17 9 9 16 24
21 22 27 33 18
22 72 6 53
23 17 24 11 16 28 19
24 17 11 21 4
25 34 37 14 23
26 65 -7 34
27 16 33 27 29 18
28 1 10 8 17
29 20 6 39 26 20
30 0 23 21 19 23
31 9 26 23 18
32 8 9 10
33 15 17 18 29
34 16 12 3 30
35 12 13 11 14 19
36 39 20 27
37 5 6 5
38 18 29 25 13

Statistics

SkyJo

Statistics SkyJo

. Alex Daddy Emelie Emil Julia Kilian Lukas Malte Niko Phil Steffi Thomas Tobi Best:
Number of games 12 3 53 45 28 23 1 8 20 13 19 26 3 Emelie
Participation rate 19% 5% 84% 71% 44% 37% 2% 13% 32% 21% 30% 41% 5% Emelie
Number of wins 2 0 12 19 7 3 0 0 4 0 6 2 0 Emil
Winning rate 17% 0% 23% 42% 25% 13% 0% 0% 20% 0% 32% 8% 0% Emil
Number of losses 4 0 20 5 5 6 0 3 4 1 4 3 0 Emelie
Losing rate 33% 0% 38% 11% 18% 26% 0% 38% 20% 8% 21% 12% 0% Emelie
Average points per round 14,0 9,0 15,3 13,2 14,9 15,7 9,3 19,0 18,3 16,4 17,0 17,5 19,4 Daddy

Alex: The Strategic Maestro with a Dash of Chaos

In the gaming galaxy, Alex emerges as the architect of cunning strategies, participating in 19% of the games. With 12 games under the belt, it's clear that Alex is a seasoned player, orchestrating wins in 17% of the battles. Watch out, foes – Alex's maneuvers are as unpredictable as a roll of the dice!

Daddy: The Silent Contemplator

Daddy, the silent force in the gaming realm, makes a subtle impact, participating in 5% of the games. While wins and losses stand at zero, Daddy's approach is akin to a grand chessmaster, patiently waiting for the perfect move. A strategic genius in the making, perhaps?

Emelie: The Dominator of the Gaming Universe

Behold, Emelie, the undisputed ruler of the gaming universe! With a staggering 84% participation rate and 53 games conquered, Emelie is the true commander-in-chief. The winning rate at 23% and an average of 15.3 points per round solidify Emelie's reign. All hail the gaming monarch!

Emil: The Maverick Maverick

Emil, the maverick maverick, graces the gaming stage with a 71% participation rate. Wins at 42% showcase Emil's knack for turning the tables. An average of 13.2 points per round makes Emil the enigmatic wildcard – you never know what move is coming next!

Julia: The Tactical Temptress

Julia, the tactical temptress, dances through the games with finesse. With a 44% participation rate and a knack for victory at 25%, Julia's moves are as elegant as a game of chess. The battlefield is her dance floor, and the opponents, her willing partners.

Kilian: The Joker in the Deck

Kilian, the joker in the deck, brings a 37% participation rate to the table. With 23 games in the repertoire, Kilian's wins may be modest, but the unpredictability is the true weapon. A true wild card, Kilian keeps opponents guessing with every roll of the dice.

Lukas: The Rare Specimen

Lukas, a rare specimen with a mere 2% participation rate, is the mysterious player who appears when the stars align. An enigma on the gaming horizon, Lukas hints at strategic brilliance hidden in the shadows.

Malte: The Point Perfectionist

Malte, the point perfectionist, averages a stellar 19 points per round. With an 8% participation rate, Malte may not be the most frequent player, but when in the game, every move is calculated for maximum impact. A true artisan of points!

Niko: The Calculated Competitor

Niko, the calculated competitor, engages in 32% of the games. With a 20% win rate, Niko's moves are akin to a carefully orchestrated symphony. Each play is a note, leading to a crescendo of victory.

Phil: The Game Philosopher

Phil, the game philosopher with a 21% participation rate, brings wisdom to the gaming table. While victories stand at zero, Phil's approach is a reminder that sometimes, the journey is more valuable than the destination.

Steffi: The Resilient Rival

Steffi, the resilient rival, participates in 30% of the games. With a win rate of 32%, Steffi weathers the storms of the gaming arena. Every defeat is a lesson, and Steffi bounces back with tenacity.

Thomas: The Mystery Unraveled

Thomas, the mysterious player, engages in 41% of the games. Wins and losses stand at zero, leaving opponents perplexed. Is Thomas a true mastermind, keeping strategies close to the chest?

Tobi: The Three-Time Trickster

Tobi, the three-time trickster with a 5% participation rate, enters the fray sparingly but makes an impact. With wins at 8%, Tobi's moves are the surprise twists that keep the gaming narrative intriguing.

The Grand Finale: Best Player – Emelie

And in the grand finale, the crown of the best player goes to Emelie! With a dominant presence in 84% of the games, a 23% win rate, and an average of 15.3 points per round, Emelie is the reigning monarch of the gaming realm. Bow to the queen of strategy and luck!

In this epic saga of statistics, each player brings a unique flavor to the gaming table. Whether a strategic genius, a silent observer, or a wildcard, the battles are fierce, and the victories sweet. May the dice roll ever in your favor!


Witches

Statistics Witches

. Daddy Emelie Emil Julia Kilian Niko Phil Steffi Thomas
Number of games 1 11 9 7 5 8 6 2 9 Emelie
Participation rate 8% 92% 75% 58% 42% 67% 50% 17% 75% Emelie
Number of wins 0 3 4 1 0 2 0 0 2 Emil
Winning rate 0% 27% 44% 14% 0% 25% 0% 0% 22% Emil
Number of losses 1 0 1 3 1 1 1 1 3 Julia
Losing rate 100% 0% 11% 43% 20% 13% 17% 50% 33% Daddy
Average points per round 7,3 4,9 3,7 5,8 4,1 4,5 4,5 5,8 6,6 Emil

Daddy: The One-Game Wonder

Daddy, the one-game wonder, makes a brief but memorable appearance, participating in 8% of the games. Though victories elude Daddy, the 100% losing rate adds an air of mystery. A strategic maestro in the making, perhaps awaiting the perfect moment to strike?

Emelie: The Commanding Presence

Emelie, the commanding presence, dominates the gaming scene with a staggering 92% participation rate. A true gaming monarch with 11 games under the belt, Emelie boasts a formidable 27% winning rate. The battlefield is Emelie's kingdom, and opponents bow to the strategic prowess.

Emil: The Maverick Strikes Again

Emil, the maverick, graces the gaming stage with a 75% participation rate. Wins at 44% showcase Emil's resilience and knack for turning the tables. With a 3.7 average points per round, Emil's moves are the enigma that keeps opponents guessing.

Julia: The Calculated Challenger

Julia, the calculated challenger, engages in 58% of the games. While victories are modest, Julia's strategic finesse is evident in the 14% winning rate. With an average of 5.8 points per round, Julia's moves are akin to a carefully plotted chess game.

Kilian: The Silent Strategist

Kilian, the silent strategist, participates in 42% of the games, making a subtle impact. A 20% losing rate hints at Kilian's unpredictable maneuvers. Every move is a piece in the grand chessboard of gaming strategy.

Niko: The Resilient Rival Returns

Niko, the resilient rival, returns to the gaming arena with a 67% participation rate. With a 25% winning rate, Niko weathers the storms of the gaming universe. Each defeat is a stepping stone to a more strategic future.

Phil: The Equanimous Player

Phil, the equanimous player, joins the gaming fray with a 50% participation rate. While wins and losses stand at zero, Phil's calm and collected approach hints at a strategic mind awaiting the perfect moment to shine.

Steffi: The Unyielding Competitor

Steffi, the unyielding competitor, enters the gaming scene with a 17% participation rate. Though victories stand at zero, Steffi's tenacity and fighting spirit make every game an epic battle.

Thomas: The Consistent Contender

Thomas, the consistent contender, participates in 75% of the games. With a 22% winning rate, Thomas maintains a steady presence in the gaming landscape. The journey is the destination for this seasoned player.

The Grand Finale: Best Player – Emil

And in the grand finale, the crown of the best player goes to Emil! With a commanding 75% participation rate, a remarkable 44% winning rate, and an average of 3.7 points per round, Emil is the maverick who conquers the gaming realm. Salute the strategic prowess, for Emil is the true mastermind of the gaming saga!

In this saga of gaming statistics, each player adds a unique flavor to the table. Whether a commanding presence, a silent strategist, or a resilient rival, the battles are fierce, and victory is sweet. May the dice roll ever in your favor!


Wizard

Statistics Wizard

. Daddy Emelie Emil Julia Kilian Lennard Lukas Malte Niko Phil Steffi Thomas Best:
Number of games 2 29 22 33 17 4 2 2 12 1 12 14 Julia
Participation rate 5% 76% 58% 87% 45% 11% 5% 5% 32% 3% 32% 37% Julia
Number of wins 0 5 4 2 2 2 0 0 3 0 0 1 Emelie
Winning rate 0% 17% 18% 6% 12% 50% 0% 0% 25% 0% 0% 7% Lennard
Number of losses 0 0 1 11 1 0 0 0 0 0 2 2 Julia
Losing rate 0% 0% 5% 33% 6% 0% 0% 0% 0% 0% 17% 14% Julia
Average points per round 2,1 2,0 2,0 1,3 1,9 2,1 1,3 1,8 2,1 1,6 1,6 1,6 Lennard

Daddy: The Stealthy Strategist

Daddy, the stealthy strategist, dives into the gaming arena with a 5% participation rate. Though victories and losses stand at zero, Daddy's elusive presence hints at a strategic mind waiting to reveal its full potential.

Emelie: The Queen of the Board

Emelie, the queen of the board, commands a 76% participation rate, dominating the gaming landscape with 29 games. A formidable 17% winning rate showcases Emelie's prowess, making every move a calculated step toward victory.

Emil: The Tactical Trailblazer

Emil, the tactical trailblazer, engages in 58% of the games. With a balanced 18% winning rate and 1 loss, Emil's strategic finesse is evident. Each move is a step towards conquering the gaming frontier.

Julia: The Challenger of Odds

Julia, the challenger of odds, fearlessly participates in 87% of the games. While wins stand at a modest 6%, Julia's audacious moves defy the odds and keep opponents on their toes.

Kilian: The Dynamic Duelist

Kilian, the dynamic duelist, joins the gaming fray with a 45% participation rate. A 12% winning rate and 1 loss add a touch of unpredictability to Kilian's gameplay. Every game is a dynamic duel in the gaming arena.

Lennard: The Wildcard Warrior

Lennard, the wildcard warrior, makes a brief but impactful appearance, participating in 11% of the games. With a stellar 50% winning rate in 4 games, Lennard's moves are the unexpected twists that spice up the gaming narrative.

Lukas: The Strategic Spectator

Lukas, the strategic spectator, enters the gaming scene with a 5% participation rate. A silent observer with no wins or losses, Lukas hints at a strategic mind carefully studying the gaming dynamics from the sidelines.

Malte: The Point Perfectionist Returns

Malte, the point perfectionist, reenters the gaming arena with a 5% participation rate. While wins and losses stand at zero, Malte's quest for perfection reflects in an impressive 1.8 average points per round.

Niko: The Calculated Contender

Niko, the calculated contender, engages in 32% of the games. With a commendable 25% winning rate, Niko's moves are the result of careful calculation. Each game is a strategic journey towards victory.

Phil: The Thoughtful Player

Phil, the thoughtful player, makes a rare appearance in 3% of the games. While victories stand at zero, Phil's contemplative approach hints at a player who values the journey as much as the destination.

Steffi: The Fearless Fighter

Steffi, the fearless fighter, returns with a 32% participation rate. Though wins and losses stand at zero, Steffi's tenacity and fearless spirit turn every game into an epic battle.

Thomas: The Consistent Contender Redux

Thomas, the consistent contender, maintains a strong presence with a 37% participation rate. With a 7% winning rate, Thomas is a steady force in the gaming landscape, proving that consistency is the key to success.

The Grand Finale: Wizard Legend – Julia

Julia, the grand finale champion, fearlessly participates in 87% of the games. With a triumphant 14% winning rate and 2 losses, Julia emerges as the ultimate victor, defying the odds and claiming the title of the wizard legend!