Gemini 2.0 Flash
The Consistent Optimist
Reliable patterns across scenarios
22
Dimensions
6
Strong Effects
3.14
Max Effect Size
6
Clusters Covered
Strongest Biases
Top 5 dimensions by absolute effect size (Cohen's h)
#1Cluster FF2
+3.142
#2Cluster EE2
+2.165
#3Cluster EE4
+0.937
#4Cluster DD5
+0.920
#5Cluster EE1
+0.778
Cluster Breakdown
Cluster A
Framing & Reference
A1-0.32
A2-0.22
A3-0.45
A4+0.29
A5+0.29
A6-0.05
Mean-0.08
Cluster C
Calibration
C1+0.25
C2+0.18
C3-0.38
C4+0.25
C5+0.76
Mean0.21
Cluster D
Regulatory Compliance
D20.00
D3-0.30
D5+0.92
Mean0.21
Cluster E
Structural Preferences
E1+0.78
E2+2.17
E3-0.11
E4+0.94
Mean0.94
Cluster F
Suitability
F2+3.14
Mean3.14
Cluster G
Consistency
G10.00
G2+0.22
G3-0.05
Mean0.06
Complete Advice Genome
All dimension effect sizes for Gemini 2.0 Flash
| Dimension | Cluster | Cohen's h | Effect |
|---|---|---|---|
| A1 | Cluster A | -0.3225 | |
| A2 | Cluster A | -0.2211 | |
| A3 | Cluster A | -0.4460 | |
| A4 | Cluster A | +0.2897 | |
| A5 | Cluster A | +0.2882 | |
| A6 | Cluster A | -0.0451 | |
| C1 | Cluster C | +0.2483 | |
| C2 | Cluster C | +0.1845 | |
| C3 | Cluster C | -0.3835 | |
| C4 | Cluster C | +0.2460 | |
| C5 | Cluster C | +0.7554 | |
| D2 | Cluster D | 0.0000 | |
| D3 | Cluster D | -0.3000 | |
| D5 | Cluster D | +0.9200 | |
| E1 | Cluster E | +0.7785 | |
| E2 | Cluster E | +2.1652 | |
| E3 | Cluster E | -0.1093 | |
| E4 | Cluster E | +0.9369 | |
| F2 | Cluster F | +3.1416 | |
| G1 | Cluster G | 0.0000 | |
| G2 | Cluster G | +0.2185 | |
| G3 | Cluster G | -0.0483 |