diff --git a/README.md b/README.md
index 913b8897cc0de3cbc1aa0ce89837845795fdd211..5b54ac481bdf1e4cf40b70cfd0e3d4084e0ac7ac 100644
--- a/README.md
+++ b/README.md
@@ -35,9 +35,9 @@ define the actual behavior.
 
 #### Scorers
 
-`Scorer`s are entities that look at the world and evaluate into `Score` values. You can think of them as the "eyes" of the AI system. They're a highly-parallel way of being able to look at the `World` and use it to make some decisions later.
+`Scorer`s are entities that look at the world and evaluate into [`Score`](scorers::Score) values. You can think of them as the "eyes" of the AI system. They're a highly-parallel way of being able to look at the `World` and use it to make some decisions later.
 
-They are created by types that implement `ScorerBuilder`.
+They are created by types that implement [`ScorerBuilder`](scorers::ScorerBuilder).
 
 ```rust
 use bevy::prelude::*;
@@ -75,7 +75,7 @@ pub fn thirsty_scorer_system(
 
 #### Actions
 
-`Action`s are the actual things your entities will _do_. They are connected to `ActionState`s, and are created by types implementing `ActionBuilder`.
+`Action`s are the actual things your entities will _do_. They are connected to [`ActionState`](actions::ActionState)s, and are created by types implementing [`ActionBuilder`](actions::ActionBuilder).
 
 ```rust
 use bevy::prelude::*;
@@ -122,13 +122,13 @@ fn drink_action_system(
 
 #### Thinkers
 
-Finally, you can use it when define the `Thinker`, which you can attach as a
+Finally, you can use it when define the [`Thinker`](thinker::Thinker), which you can attach as a
 regular Component:
 
 ```rust
 cmd.spawn().insert(Thirst::new(70.0, 2.0)).insert(
     Thinker::build()
-        .picker(FirstToScore { threshold: 80.0 })
+        .picker(FirstToScore { threshold: 0.8 })
         .when(Thirsty::build(), Drink::build()),
 );
 ```
diff --git a/examples/thirst.rs b/examples/thirst.rs
index 30c378e5e3c36b1c83dc7ca1d2e99a6232cc2911..50b125a18604bb6e80c7ad1aff4cabd30343845f 100644
--- a/examples/thirst.rs
+++ b/examples/thirst.rs
@@ -20,10 +20,11 @@ impl Thirst {
 
 pub fn thirst_system(time: Res<Time>, mut thirsts: Query<&mut Thirst>) {
     for mut thirst in thirsts.iter_mut() {
-        thirst.thirst += thirst.per_second * (time.delta().as_micros() as f32 / 1000000.0);
+        thirst.thirst += thirst.per_second * (time.delta().as_micros() as f32 / 1_000_000.0);
         if thirst.thirst >= 100.0 {
             thirst.thirst = 100.0;
         }
+        println!("Thirst: {}", thirst.thirst);
     }
 }
 
@@ -120,16 +121,12 @@ fn idle_system(mut query: Query<&mut ActionState, With<Idle>>) {
     for mut state in query.iter_mut() {
         match *state {
             ActionState::Requested => {
-                println!("Idling...");
                 *state = ActionState::Executing;
             }
             ActionState::Cancelled => {
-                println!("Idling cancelled");
                 *state = ActionState::Success;
             }
-            ActionState::Executing => {
-                println!("Idled");
-            }
+            ActionState::Executing => {}
             _ => {}
         }
     }
@@ -174,9 +171,8 @@ pub fn thirsty_scorer_system(
             // generally "the higher the better", and "first across the finish
             // line", but that's all configurable using Pickers!
             //
-            // The score here must be between 0.0 and 100.0.
-            score.set(thirst.thirst);
-            println!("Thirst: {}", thirst.thirst);
+            // The score here must be between 0.0 and 1.0.
+            score.set(thirst.thirst / 100.);
         }
     }
 }
@@ -190,7 +186,7 @@ pub fn init_entities(mut cmd: Commands) {
         // Thinker::build().component() will return a regular component you
         // can attach normally!
         Thinker::build()
-            .picker(FirstToScore { threshold: 80.0 })
+            .picker(FirstToScore { threshold: 0.8 })
             // Note that what we pass in are _builders_, not components!
             .when(Thirsty::build(), Drink::build())
             .otherwise(Idle::build()),
diff --git a/src/evaluators.rs b/src/evaluators.rs
index e46b78fbf6c73dc6767d1497c844d06c528c3169..c4b4ade04f3e60fd8aed3db5a8d29d030d53ea44 100644
--- a/src/evaluators.rs
+++ b/src/evaluators.rs
@@ -1,5 +1,5 @@
 /*!
-Utilities for turning values of 0.0..=100.0 into different curves.
+Utilities for turning values within a certain range into different curves.
 */
 
 /**
diff --git a/src/lib.rs b/src/lib.rs
index 17e7c3f614cbcedd2aad0f7201670a04364ac12e..b2e459c78ab1c9059e7f8e1cf133c7add29bf509 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -127,7 +127,7 @@ regular Component:
 ```no_run
 cmd.spawn().insert(Thirst::new(70.0, 2.0)).insert(
     Thinker::build()
-        .picker(FirstToScore { threshold: 80.0 })
+        .picker(FirstToScore { threshold: 0.8 })
         .when(Thirsty::build(), Drink::build()),
 );
 ```